WO2018049649A1 - Network performance measurement method and device - Google Patents

Network performance measurement method and device Download PDF

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Publication number
WO2018049649A1
WO2018049649A1 PCT/CN2016/099211 CN2016099211W WO2018049649A1 WO 2018049649 A1 WO2018049649 A1 WO 2018049649A1 CN 2016099211 W CN2016099211 W CN 2016099211W WO 2018049649 A1 WO2018049649 A1 WO 2018049649A1
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WIPO (PCT)
Prior art keywords
measurement
path
performance
matrix
network
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PCT/CN2016/099211
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French (fr)
Chinese (zh)
Inventor
李刚
Original Assignee
华为技术有限公司
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Priority to CN201680086452.3A priority Critical patent/CN109314652B/en
Priority to PCT/CN2016/099211 priority patent/WO2018049649A1/en
Publication of WO2018049649A1 publication Critical patent/WO2018049649A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/28Data switching networks characterised by path configuration, e.g. LAN [Local Area Networks] or WAN [Wide Area Networks]
    • H04L12/46Interconnection of networks
    • H04L12/4633Interconnection of networks using encapsulation techniques, e.g. tunneling
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/12Discovery or management of network topologies
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0823Errors, e.g. transmission errors
    • H04L43/0829Packet loss
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0852Delays
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0852Delays
    • H04L43/087Jitter

Definitions

  • the present invention relates to communication technologies, and in particular, to a network performance measurement method and apparatus.
  • network performance measurement it refers to measurement of network delay, jitter, packet loss rate, throughput, and so on.
  • a tomographic mapping method is proposed to solve network performance. Specifically, firstly, the delay and packet loss rate performance of all services are measured, and then the packet loss rate is converted into a transmission success rate, and the delay is A unified model of transmission success rate is combined with the application of the tomographic mapping method, the minimum overall error target, and a heuristic method is applied to solve the performance of the link.
  • the embodiments of the present invention provide a network performance measurement method and device, which are used to solve the problem of high network performance calculation complexity and excessive overhead in the prior art.
  • a first aspect of the embodiments of the present invention provides a network performance measurement method, which is described from the perspective of a distribution controller.
  • the distribution controller first determines a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, each of which is to be measured.
  • the measurement path passes through at least one link in the network, and the performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the network includes at least the measurement type supported by the node in the network;
  • the distribution controller measures to the measurement
  • the start node and the end node of the path to be measured in the path set respectively send a measurement request message, where the measurement request message includes at least a measurement object, where the measurement object is used to specify a start node, an end node, and a measurement path identifier of the path to be measured;
  • the distribution controller receives the performance measurement result sent by the start node or the end node, and determines according to the received performance measurement result.
  • Link performance of links in the network is
  • the measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is a partial path in the network, and performance measurement is performed on the paths. All required link performance results in the network are available. Therefore, the method obtains all link performance data in the network through partial measurement, thereby reducing computational complexity and reducing network overhead.
  • a specific method by which the distribution controller determines the set of measurement paths is:
  • the determining a measurement path set from the path matrix according to the performance measurement target and the measurement capability information of a node in the network including:
  • the first node Determining, according to measurement capability information of the node in the network, the first node, where the first node is a node that does not support the measurement type;
  • the solution algorithm comprises a gradient method, a simple method or an interior point method
  • the constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
  • the target model includes at least: the total number of hops of all measurement paths is the smallest.
  • the solution algorithm further includes a heuristic method; and determining, according to the constraint model and the target model, the measurement path set by using a solution algorithm, including:
  • the constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and a single measurement path hops The number of measurement paths is not less than 1 hop, the number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
  • the target model includes at least: the total number of hops of all measurement paths is the smallest.
  • the determining the link performance of the link in the network according to the performance measurement result includes:
  • the method before determining the measurement path performance matrix according to the performance measurement result, the method further includes:
  • the above method includes:
  • the determining the service performance of the service in the network according to the link performance of the link in the network includes:
  • the value 1 is subtracted from the transmission success rate of the service corresponding to the corresponding row in the path matrix, and the subtraction result is used as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  • the above method further includes:
  • a second aspect of the embodiments of the present invention provides a network performance measurement method, which is described from the perspective of a node in a network that performs performance measurement, and the method includes:
  • the network performance measurement is performed according to the above measurement request message.
  • the performing network performance measurement according to the measurement request message includes:
  • the performing network performance measurement according to the measurement request message includes:
  • a third aspect of the embodiments of the present invention provides a network performance measuring apparatus, where the apparatus includes:
  • a processing module configured to determine a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes At least one link in the network, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
  • a sending module configured to send a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify the to-be-measured The start node, end node, and measurement path identifier of the path;
  • a receiving module configured to receive a performance measurement result sent by the starting node or the ending node
  • the processing module is further configured to determine link performance of a link in the network according to the performance measurement result.
  • the processing module includes:
  • An obtaining unit configured to acquire a service path in the network
  • a generating unit configured to generate a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
  • a first determining unit configured to determine, according to the performance measurement target and measurement capability information of a node in the network, a measurement path set from the path matrix, where a rank of a matrix corresponding to the measurement path set is not less than a required link performance The number of links.
  • the first determining unit is specifically configured to:
  • Determining a measurement type according to the performance measurement target determining, according to measurement capability information of a node in the network, the first node is a node that does not support the measurement type; deleting the path matrix from the The first node is used as a path of the start node or the end node to form a first path matrix; the first path matrix is sorted according to the number of links included in each path in the first path matrix to form a second path matrix; orthogonally serializing operations on the paths in the second path matrix to form the set of measurement paths.
  • the processing module further includes:
  • a second determining unit configured to determine a measurement type according to the performance measurement target
  • a third determining unit configured to determine a constraint model and a target model according to the measurement type
  • a fourth determining unit configured to determine, according to the constraint model and the target model, the measurement path set by using a solution algorithm, where the solution algorithm comprises a gradient method, a simple method or an interior point method;
  • the constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
  • the target model includes at least: the total number of hops of all measurement paths is the smallest.
  • the solving algorithm further includes a heuristic method; the fourth determining unit is specifically configured to:
  • the processing module further includes:
  • a fifth determining unit configured to determine a measurement path performance matrix according to the performance measurement result
  • a calculating unit configured to calculate, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where the element value in the link performance matrix is used to identify the performance of the link.
  • processing module is further configured to:
  • the processing module is further configured to determine a service performance of a service in the network according to a link performance of a link in the network.
  • the processing module further includes:
  • a first multiplying unit configured to multiply the path matrix by the link delay matrix, and use an element value in a matrix corresponding to the multiplication result as a delay of a service corresponding to the corresponding row in the path matrix value;
  • a second multiplying unit configured to multiply the path matrix by the link dither value matrix, and use an element value in a matrix corresponding to the multiplication result as a jitter value of a service corresponding to a corresponding row in the path matrix ;
  • a third multiplying unit configured to multiply the path matrix by the link transmission success matrix, and use an element value in a matrix corresponding to the multiplication result as a transmission of a service corresponding to a corresponding row in the path matrix Success rate;
  • the subtraction unit is configured to subtract the value 1 and the transmission success rate of the service corresponding to the corresponding row in the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  • processing module is further configured to:
  • a fourth aspect of the embodiments of the present invention provides a network performance measurement apparatus, including:
  • the receiving module is configured to receive a measurement request message, where the measurement request message includes at least a measurement object.
  • the processing module is configured to perform network performance measurement according to the foregoing measurement application message.
  • the processing module is specifically used to:
  • the measurement request message construct a test message; send a test message.
  • the processing module is also specifically used to:
  • a fifth aspect of the embodiments of the present invention provides a network performance measurement apparatus, including:
  • the memory is configured to store program instructions
  • the processor is configured to invoke program instructions in the memory to perform the following methods:
  • the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one of the networks.
  • the performance measurement target is used to specify a target and a requirement for measurement
  • the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
  • the measurement request message includes at least a measurement object, and the measurement object is used to refer to Determining a start node, an end node, and a measurement path identifier of the path to be measured;
  • the link performance of the link in the network is determined.
  • the solution provided by the embodiment of the present invention achieves all link performance data in the network through partial measurement, thereby reducing computational complexity and reducing network overhead.
  • FIG. 1 is a system architecture diagram of a network performance measurement method according to an embodiment of the present invention.
  • Embodiment 1 of a network performance measurement method according to an embodiment of the present invention
  • FIG. 3 is an interaction flowchart of Embodiment 2 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 4 is an interaction flowchart of Embodiment 3 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 5 is an interaction flowchart of Embodiment 4 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 7 is a schematic flowchart of Embodiment 5 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 8 is an interaction flowchart of Embodiment 6 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 9 is a schematic diagram of a loop measurement path
  • Embodiment 7 of a network performance measurement method according to an embodiment of the present invention
  • FIG. 11 is a schematic flowchart of Embodiment 8 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 12 is an interaction flowchart of Embodiment 9 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 13 is an interaction flowchart of Embodiment 10 of a network performance measurement method according to an embodiment of the present disclosure
  • FIG. 14 is a block diagram of a first embodiment of a network performance measurement apparatus according to an embodiment of the present invention.
  • FIG. 15 is a block diagram of a second embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure.
  • FIG. 16 is a block diagram of a third embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure.
  • FIG. 17 is a block diagram of a fourth embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure.
  • FIG. 18 is a block diagram showing a module structure of a fifth embodiment of a network performance measuring apparatus according to an embodiment of the present disclosure
  • FIG. 19 is a physical block diagram of a network performance measurement apparatus according to an embodiment of the present invention.
  • FIG. 20 is a block diagram of a first embodiment of a network node according to an embodiment of the present invention.
  • FIG. 1 is a system architecture diagram of a network performance measurement method according to an embodiment of the present invention.
  • the system architecture includes a measurement analysis server and a plurality of node devices, where multiple node devices are referred to as nodes below.
  • the measurement and analysis server may be a module in a centralized controller in the network, for example, may be a module in a Software Defined Network (SDN), and the measurement analysis server may also be one of a device in the network.
  • SDN Software Defined Network
  • Centralized analysis module, measurement and analysis server can also exist as a distributed cluster to improve the data size and efficiency of the analysis. Therefore, the embodiment of the present invention does not limit the specific form of the measurement and analysis server.
  • the node may be a device with performance measurement function in the network, for example, the node may specifically be a router or a measurement probe device.
  • the nodes are physically connected to each other, as shown by the solid line in FIG. 1 .
  • the measurement and analysis server is logically connected to multiple nodes, as shown by the dotted line in FIG. 1 , so that the measurement application server sends the measurement request to the node.
  • the performance measurement is performed by the node, and the measurement result is reported to the measurement analysis server, and then the measurement analysis server completes the measurement analysis.
  • the router or measurement probe device can perform performance measurement through the internal measurement agent module.
  • routing may also be referred to as “routing”.
  • traffic path may be referred to as “service routing”
  • path matrix may be referred to as “route”. Routing matrix”.
  • Embodiment 1 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 2, the method includes:
  • the measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network.
  • the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one link in the network.
  • the above performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the above network at least includes the measurement type supported by the node in the network.
  • the target and requirement of the measurement specified by the performance measurement target described above may be, for example:
  • VoIP Voice over Internet Protocol
  • the packet loss rate error is not higher than 10 ⁇ 4, and the delay error is not higher than 0.01ms.
  • the targets and requirements of the above measurements may be set by the user.
  • the setting interface or interface may be provided by the measurement analysis server, and saved by the measurement analysis server after being set by the user.
  • the measurement capability information of the node in the network may include, in addition to the measurement types supported by the nodes in the network, the node identifier, the maximum number of supported nodes, and the pipeline object flow sequence corresponding to the node, that is, the route through the node.
  • the measurement types supported by the node may be: Internet Protocol Performance Measurement (IPPM), IP Protocol Performance Monitoring (IP FPM), and RFC 6375. For example, suppose there are nodes A, B, and C, nodes A and B both support IP FPM and IPPM, while node C only supports IPPM.
  • the measurement capability information of the nodes in the network can be reported to the measurement and analysis server by each node in advance, and saved by the measurement and analysis server.
  • the measurement and analysis server may update the measurement capability information of the nodes in the saved network according to a certain policy. For example, the update indication may be sent to each node in the network periodically, and then according to the new measurement capability information reported by each node. Update.
  • the measurement and analysis server may obtain network topology information from devices such as a network management system and an SDN server.
  • the measurement path set can be determined according to the information.
  • a measurement path set is a collection of multiple measurement paths. The path in the measurement path set is part of all the paths in the network, not all of them, so measuring these paths does not cause large network overhead. At the same time, it can be ensured that the number of paths in the measurement path set is not less than the number of links requiring link performance.
  • the measurement and analysis server sends a measurement request message to a start node of the path to be measured in the measurement path set.
  • the measurement analysis server sends a measurement request message to an end node of the path to be measured in the measurement path set.
  • the measurement request message sent by the measurement and analysis server to the start node and the end node includes at least a measurement object, which is used to specify a start node, an end node, and a measurement path identifier of the path to be measured.
  • the measurement analysis server can carry the measurement type and the measurement content in addition to carrying the measurement object in the measurement application message.
  • the corresponding measurement content may include: destination IP, next hop, service priority, protocol type, inbound and outbound label information, etc., and may include packet length, measurement period, number of test packets sent per measurement period, and start Measurement time, end time, immediate execution, maximum performance data/average performance data/performance data patterns including maximum and average performance data.
  • the corresponding measurement content is mainly the end-to-end (E2E) path performance that needs to be calculated under the corresponding measurement type.
  • S102 and S103 are measurement measurement servers that send measurement application messages to a path to be measured in the measurement path set.
  • the measurement measurement applications need to be sent one by one using the processes of S102 and S103.
  • the execution order of S102 and S103 may be in no particular order.
  • the initiating node performs network performance measurement according to the received measurement request message.
  • the end node performs network performance measurement according to the received measurement application message.
  • the initiating node sends a performance measurement result to the measurement and analysis server.
  • the end node sends a performance measurement result to the measurement analysis server.
  • the foregoing steps S104 and S106 are processes for performing performance measurement and transmitting performance measurement results for the initiating node, and the foregoing steps S105 and S107 are performed for the end node for performance and transmission performance measurement.
  • the start node and the end node perform the above steps independently of each other. Therefore, the execution order of the above steps S104 and S105 is not sequential, and accordingly, the execution order of the above steps S106 and S107 is in no particular order.
  • steps S106 and S107 may perform only one of the steps. That is, the performance measurement result may be directly reported to the measurement analysis server by the end node, or the measurement result may be sent to the start node by the end node, and then reported by the start node to the measurement analysis server.
  • the following procedures for reporting performance measurement results follow this principle, and will not be described later.
  • the foregoing performance measurement results may include performance data such as measurement path identifier, delay, jitter, and packet loss rate.
  • the measurement analysis server determines link performance of the link in the network according to the performance measurement result sent by the start node and the performance measurement result sent by the end node.
  • the measurement and analysis server can determine the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is part of the path in the network, thereby saving network overhead.
  • the number of paths in the measurement path set is not less than the number of links requiring link performance. Therefore, as long as the performance of each measurement path in the measurement path set is obtained, all the required link performances in the network can be obtained through operation. Link performance.
  • the measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is a partial path in the network, and performance measurement is performed on the paths. All required link performance results in the network are available. Therefore, in this embodiment, all link performance data in the network is obtained by partial measurement, and in the prior art, all the services need to be measured to obtain all link performance data in the network. Therefore, the present embodiment reduces computational complexity and reduces network overhead.
  • FIG. 3 is an interaction flowchart of Embodiment 2 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 3, after the foregoing step S108, the method further includes:
  • the measurement and analysis server determines the service performance of the service in the network according to the link performance of the link in the network.
  • the measurement and analysis server can calculate the service performance of the service based on the link performance of the links in the network according to the link performance of the links. For example, if a service A passes through multiple links 1, 2, and 3, the delay of the service is equal to the sum of the delays of the links 1, 2, and 3.
  • FIG. 4 is an interaction flowchart of Embodiment 3 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 4, before the step S101, the method further includes:
  • the measurement analysis server acquires performance measurement targets, network topology information, and measurement capability information of nodes in the network.
  • the present embodiment relates to a specific method of determining a measurement path set.
  • the embodiment of the present invention provides two methods, the first one is to determine the measurement path set from the existing service path, and the other is to create a new measurement path set.
  • the measurement analysis server selects one of the specific methods based on the performance measurement target or the like.
  • the specific selection method can be:
  • the first or second method is selected according to the level of measurement accuracy requirements, such as high accuracy requirements, IP FPM measurement, or network performance measurement for a certain type of service, which requires obtaining a service path.
  • the first or second method is selected according to the cost of establishing the measurement path. For example, if the cost is large, the service path needs to be obtained.
  • the first or second method is selected according to the user indication. If the user instructs to obtain the service path, the service path needs to be directly obtained. If the user does not indicate the service path, the service path needs to be obtained by default, or the user may not completely collect the service path. The principle of business path or the inability to create a new measurement path.
  • FIG. 5 is an interaction flowchart of Embodiment 4 of a network performance measurement method according to an embodiment of the present invention.
  • the foregoing first method that is, an implementation manner of the foregoing step S101, includes:
  • S1011 Obtain a service path in the network.
  • the measurement and analysis server may obtain a service path from a device such as an SDN controller or a network management device, or the measurement and analysis server may directly obtain a service path through each node in the network.
  • a service path is a path through which a service passes.
  • S1012 Generate a path matrix according to the service path and network topology information in the network.
  • each row in the path matrix represents a service in the network.
  • the link and path information in the network can be obtained, and the path matrix can be generated by combining the obtained service paths.
  • the path matrix is a two-dimensional matrix, wherein the behavior service is listed as a link in the network, and an element with a value of 1 in the path matrix indicates that the service corresponding to the changed line passes the link corresponding to the column, and the value is 0. The element indicates that the service corresponding to the change does not pass the link corresponding to the column.
  • a path matrix An example of a path matrix.
  • D->A The path of D->A is: D->B->A
  • D->B The path of D->B is: D->B
  • D->C The path of D->C is: D->C
  • E->A The path of E->A is: E->C->A
  • E->B The path of E->B is: E->D->B
  • E->C The path of E->C is: E->C
  • FIG. 6 is a path matrix corresponding to the service path.
  • the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance.
  • the path matrix is directly generated according to the service path in the network, and the measurement path set is determined from the generated path matrix. Therefore, the correctness of the determined measurement path set can be ensured.
  • FIG. 7 is a schematic flowchart of Embodiment 5 of a network performance measurement method according to an embodiment of the present invention, as shown in FIG. 7 .
  • the above step S1013 specifically includes:
  • the performance measurement targets specify the objectives and requirements for performance measurements. Based on these requirements, the measurement analysis server can determine the type of measurement for this measurement. For example, if the performance measurement target is high, select IP FPM. The type of measurement, and vice versa, the IPPM measurement type can be selected.
  • S202 Determine, according to measurement capability information of a node in the network, a first node, where the first node is a node that does not support the foregoing measurement type.
  • the measurement and analysis server can obtain the measurement energy information of each node in the network, and the measurement capability information of the node includes the measurement type. After determining the measurement type of this measurement in the foregoing steps, first find out the nodes in the network that do not support this measurement type. For example, if the determined measurement type of this performance measurement is IP FPM, and the measurement type supported by a node in the network is IPPM, it can be determined that the node is the first node.
  • the number of first nodes determined by the measurement analysis server may be multiple.
  • the remaining nodes that are the starting node or the ending node can support the performance measurement, that is, the path in the first path matrix can be guaranteed. Is a valid path.
  • the second path matrix is obtained by sorting more or less by the number of links through which the path passes. After the number of links is ranked in the front, it is possible to select the path hop count greater than 1, and accelerate the calculation of the measurement path.
  • the first row element in the second path matrix is added to the measurement path set, and then, the second row element in the second path matrix is compared with the current measurement path by using a Gram-Schmidt method or the like.
  • the set performs orthogonal serialization. If the orthogonality is not correlated, the second row is added to the measurement path set, and then the third row is selected to perform similar orthogonal calculation with the new measurement path set, and so on, until it finds the required link performance.
  • the number of links is up, that is, when the rank of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance.
  • the rank of the matrix is a concave problem, and it is necessary to transform the trace of the matrix into a convex problem.
  • S201 and subsequent steps may be re-executed, that is, the measurement type of the current performance measurement is re-determined, and the measurement path set is determined based on the new measurement type.
  • the measurement path set that satisfies the requirements is not obtained through the above operation, if a new measurement path can be deployed, a small number of measurement paths may be calculated according to the principle that the uncovered link is not related to the measurement path set to be added to the measurement path. concentrated.
  • the deployment of the newly-built measurement paths can be implemented by using a Label-Switched Path (LSP), Segment Routing, or static IP routing to cover certain specific links. the goal of.
  • LSP Label-Switched Path
  • Segment Routing Segment Routing
  • static IP routing to cover certain specific links. the goal of.
  • FIG. 8 is an interaction flowchart of Embodiment 6 of the network performance measurement method according to the embodiment of the present invention.
  • the foregoing second method that is, another implementation manner of the foregoing step S101, includes:
  • the constraint model includes: the newly-built measurement path covers all links, the metric hop of a single measurement path is not less than 1 hop (it needs to pass through three different device nodes including the original destination and above), and the number of measurement paths is not less than the link.
  • the number, the start node and the end node in all measurement paths support the above measurement types, the measurement path number balance of each node in the measurement path, and the like.
  • the target model includes at least: the minimum total number of hops for all measurement paths.
  • the measurement path set may be determined by using a gradient algorithm, a simple method, an interior point method, a heuristic method, or the like.
  • the method for determining the measurement path set according to the constraint model and the target model is: first selecting a start node and an end node, and generating at least the start node to the end node according to the network topology information. a path; secondly, calculate the shortest hop path between the start node and the end node; then remove the path of no more than 1 hop; and further, determine whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance If yes, add the remaining path to the measurement path set.
  • a new loop measurement may be performed.
  • Path mode For example, when there is only one measurement node in the network, it is impossible to cover all links by using the start node and the end node as different nodes.
  • the new loop measurement path mode can be used.
  • the constraint model and the target model, and the corresponding solution methods can all adopt the foregoing methods.
  • a simpler heuristic method can be used.
  • FIG. 9 is a schematic diagram of a loop measurement path. The loop shown in FIG. 9 is taken as an example.
  • the method is specifically: first selecting a node that can form a measurement loop, and then designing a measurement loop for each node. Among them, when selecting a node, it is also necessary to select according to the type of measurement, and reference may be made to the foregoing embodiment.
  • the specific process for designing a measurement loop for each node is:
  • loop 1 does not satisfy the condition of passing 3 different nodes, while loop 2 satisfies the condition of passing 3 different nodes.
  • the method for calculating the measurement path from the foregoing loop is similar to the foregoing method for determining the measurement path, and details are not described herein again.
  • FIG. 10 is an interaction flowchart of Embodiment 7 of a network performance measurement method according to an embodiment of the present invention.
  • the foregoing step S108 specifically includes:
  • S1082 Calculate a link performance matrix corresponding to the measurement path performance matrix according to the measurement path performance matrix and the path matrix.
  • the element value in the link performance matrix is used to identify the performance of the link.
  • the measurement path performance matrix is a performance matrix of each measurement path in the measurement path set.
  • the measurement path of each measurement path can be calculated.
  • Performance wherein the performance of each measurement path may include a delay value, a packet loss rate value, and a jitter value.
  • the measurement path performance matrix may specifically include: a measurement path delay matrix, a measurement path loss rate matrix, and a measurement Path jitter value matrix, etc.
  • the measurement path delay matrix can be represented by X d
  • the measurement path loss rate matrix can be represented by X l
  • the measurement path jitter value matrix can be represented by X j .
  • the link performance matrix represents the performance matrix of the link in the network that requires link performance.
  • the link performance matrix may specifically include: a link delay matrix, a link transmission loss rate matrix, a link transmission success rate matrix, and a chain. Road jitter value matrix, etc. If Y is used to represent the link performance matrix, the link delay matrix can be represented by Y d , the link transmission loss rate matrix can be represented by Y ls , and the link transmission success rate matrix can be represented by Y sc , link jitter The value matrix can be represented by Y j . Assume that the number of links in the network that require link performance is m. The dimensions of the above-mentioned several link performance matrices are shown in Table 2.
  • the link performance matrix may be generated after the measurement analysis server obtains the network topology information, and the value of each element in the generated matrix is an invalid value.
  • the calculation is performed according to the measurement path matrix and the path matrix.
  • the measurement analysis server before the step S1081 described above, the measurement analysis server further needs to first determine whether the link is faulty.
  • the measurement and analysis server determines whether there is a faulty link in the measurement path set according to the performance measurement result, and if so, deletes the path through the faulty link from the measurement path set, and selects a new one from the second path matrix by orthogonal serialization operation The path is added to the measurement path set.
  • the measurement analysis server receives the measurement results sent by the start node and the end node of all the measurement paths, the corresponding result is parsed, and the performance data of each measurement path is obtained, if the packet loss rate is equal to 100% or the delay is greater than the pre- If the threshold is set (for example, 1 second), it indicates that there is link congestion or link failure, and the measurement and analysis server identifies the faulty measurement path according to the performance data, and then identifies the link congestion by determining the same link set through which the measurement path passes. Or faulty object.
  • the threshold for example, 1 second
  • the measurement analysis server measures the D->C->E path.
  • the packet loss rate is 100%, the delay is 1 second; the packet loss rate of the A->C->E path is 100%, the delay is 1 second; and the B->D->C path packet loss rate is 0%.
  • the delay is 0.1 milliseconds; the packet loss rate of the A->C->D path is 0%, and the delay is 0.1 milliseconds. Based on the performance data of this path, it can be identified that the C->E link is faulty or the link is heavily congested.
  • the measurement and analysis server measures the measurement path corresponding to the faulty link in the centralized path, and then identifies the orthogonal uncorrelated measurement path from the second path matrix to join the measurement path set according to the foregoing method. The measurement is then re-measured for the new set of measurement paths, or the performance is measured for the path newly added to the measurement path set.
  • FIG. 11 is a schematic flowchart of Embodiment 8 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 11 , in step S109 of FIG. 3, determining service performance of a service in a network according to link performance of a link in the network.
  • An alternative implementation is:
  • the link and/or service performance in the network can be predicted by performing the above network performance measurement process multiple times.
  • the foregoing network performance measurement is performed multiple times to obtain a plurality of performance measurement results.
  • the above network performance measurement can be performed periodically.
  • multiple performance measurement results are analyzed.
  • a vector basis, a neural network, or the like may be used for analysis, thereby predicting links and/or links in the network according to the analysis results.
  • each node in the network may change during the actual running process, for example, a node in a certain service path fails, or the network optimizes the service path, the network The business path has changed. In this case, it is necessary to update the above measurement path set.
  • the measurement and analysis server monitors whether the service path corresponding to the measurement path set changes by means of real-time monitoring, etc., if it is determined that the service path changes, it is determined whether the changed measurement path set can cover the link requiring the link performance. If yes, continue to use the original measurement path set. If not, update the measurement path set by using a new service path or a new service path in the network, and perform network performance measurement according to the updated measurement path set.
  • the method of updating the measurement path set also needs to satisfy the principle that the rank of the matrix corresponding to the foregoing measurement path set is not less than the number of links requiring link performance.
  • FIG. 12 is an interaction flowchart of Embodiment 9 of the network performance measurement method according to the embodiment of the present invention, as shown in FIG.
  • the specific process of the network performance measurement of the starting node is as follows:
  • S1041 Construct a test message according to the measurement request message.
  • the initiating node after receiving the measurement request message, the initiating node first parses the measurement request message, and further constructs a test packet for the measurement path information in the message and the corresponding destination IP, the next hop, and other test packet header feature information. . A timestamp can be added to the test message.
  • S1042 Send the test packet.
  • FIG. 13 is an interaction flowchart of the tenth embodiment of the network performance measurement method according to the embodiment of the present invention, as shown in FIG.
  • a specific method for ending node performance measurement is:
  • S1052 Calculate network performance according to the foregoing test packet, and obtain performance measurement results.
  • the end node After receiving the test packet, the end node calculates performance results such as delay and jitter based on the information such as the receiving time of the packet.
  • the end node sends the performance measurement result to the analysis server.
  • the end node may not analyze the received test packet, but directly send the received test packet to the measurement analysis server, and the measurement analysis server uniformly analyzes the method. Performance measurement results.
  • the end node may also analyze the performance measurement result, and send the performance measurement result to the start node, and the start node uniformly sends the measurement result to the measurement analysis server.
  • the foregoing program may be stored in a computer readable storage medium, and when executed, the program includes the steps of the foregoing method embodiment; and the foregoing storage medium includes: ROM, RAM A variety of media that can store program code, such as a disk or a disc.
  • FIG. 14 is a block diagram of a first embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 14, the apparatus includes:
  • the processing module 501 is configured to determine, according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, the measurement path set, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through At least one link in the network, the performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the network includes at least the measurement type supported by the node in the network.
  • the sending module 502 is configured to separately send a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node of the path to be measured, and the end Node and measurement path ID.
  • the receiving module 503 is configured to receive a performance measurement result sent by the starting node or the ending node.
  • the processing module 501 is further configured to determine link performance of the link in the network according to the performance measurement result.
  • the device is used to implement the foregoing method embodiments, and the implementation principle and technical effects are similar, and details are not described herein again.
  • FIG. 15 is a block diagram of a second embodiment of a network performance measurement apparatus according to an embodiment of the present invention.
  • the processing module 501 includes:
  • the obtaining unit 5011 is configured to acquire a service path in the network.
  • the generating unit 5012 is configured to generate a path matrix according to the service path and the network topology information in the network, where each row in the path matrix represents a service in the network.
  • the first determining unit 5013 is configured to determine, according to the performance measurement target and the measurement capability information of the node in the network, the measurement path set, where the rank of the matrix corresponding to the measurement path set is not less than the link that requires the link performance. number.
  • the first determining unit 5013 is specifically configured to:
  • Determining a measurement type according to the performance measurement target determining, according to the measurement capability information of the node in the network, the first node, the first node being a node that does not support the measurement type; deleting the first node as a starting node from the path matrix or End the path of the node to form the first path matrix; The number of links included in each path in the first path matrix, sorting the first path matrix to form a second path matrix; performing orthogonal serialization operations on the paths in the second path matrix to form a measurement path set .
  • FIG. 16 is a block diagram of a third embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 16, the processing module 501 further includes:
  • the second determining unit 5014 is configured to determine a measurement type according to the performance measurement target.
  • the third determining unit 5015 is configured to determine the constraint model and the target model according to the measurement type.
  • the fourth determining unit 5016 is configured to determine a measurement path set according to the constraint model and the target model, where the solution algorithm includes a gradient method, a simple method, or an interior point method.
  • the foregoing constraint model includes at least: the number of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance, the new measurement path covers all links, the metric hop count of a single measurement path is not less than 1 hop, and the number of measurement paths Not less than the number of links, the starting node in the measurement path, and the ending node support the above measurement types.
  • the above target model includes at least: the total number of hops of all measurement paths is the smallest.
  • the above solution algorithm further includes a heuristic method; the fourth determining unit 5016 is specifically configured to:
  • FIG. 17 is a block diagram of a fourth embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 17, the processing module 501 further includes:
  • the fifth determining unit 5017 is configured to determine a measurement path performance matrix according to the performance measurement result.
  • the calculating unit 5018 is configured to calculate, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where the element value in the link performance matrix is used to identify the performance of the link.
  • processing module 501 is further configured to:
  • processing module 501 is further configured to: determine service performance of services in the network according to link performance of links in the network.
  • FIG. 18 is a block diagram showing a module structure of a network performance measuring apparatus according to Embodiment 5 of the present invention. As shown in FIG. 18, the processing module further includes:
  • the first multiplying unit 5019 is configured to multiply the path matrix by the link delay matrix, and use the element value in the matrix corresponding to the multiplication result as the delay value of the service corresponding to the corresponding row in the path matrix.
  • the second multiplying unit 50110 is configured to multiply the path matrix by the matrix of the link jitter value, and use the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix.
  • the third multiplying unit 50111 is configured to multiply the path matrix by the link transmission success matrix, and use the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix.
  • the subtraction unit 50112 is configured to subtract the transmission success rate of the service corresponding to the corresponding row in the value matrix and the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  • processing module 501 is further configured to:
  • FIG. 19 is a physical block diagram of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 19, the apparatus includes:
  • the memory 601 is used to store program instructions, and the processor 602 is configured to call program instructions in the memory 601 to perform the following methods:
  • the performance measurement target is used to specify the target and requirement of the measurement.
  • the measurement capability information of the node in the network includes at least the measurement type supported by the nodes in the network.
  • the message, the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node, an end node, and a measurement path identifier of the path to be measured.
  • processor 602 is further configured to:
  • processor 602 is further configured to:
  • the first node Determining, according to measurement capability information of the node in the network, the first node, where the first node is a node that does not support the measurement type;
  • processor 602 is further configured to:
  • the solution algorithm comprises a gradient method, a simple method or an interior point method
  • the constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
  • the target model includes at least: the total number of hops of all measurement paths is the smallest.
  • the above solution algorithm further includes a heuristic method, and correspondingly, the processor 602 is further configured to:
  • processor 602 is further configured to:
  • processor 602 is further configured to:
  • processor 602 is further configured to:
  • the value 1 is subtracted from the transmission success rate of the service corresponding to the corresponding row in the path matrix, and the subtraction result is used as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  • processor 602 is further configured to:
  • FIG. 20 is a block diagram of a first embodiment of a network node according to an embodiment of the present invention.
  • the network node may be the foregoing start node or end node. As shown in FIG. 20, the network node includes:
  • the receiving module 701 is configured to receive a measurement request message, where the measurement request message includes at least a measurement object.
  • the processing module 702 is configured to perform network performance measurement according to the foregoing measurement request message.
  • processing module 702 is specifically configured to:
  • the measurement request message construct a test message; send a test message.
  • processing module 702 is further specifically configured to:

Abstract

Provided are a network performance measurement method and device. The method comprises: determining a measurement path set according to a performance measurement target, network topological information and measurement performance information about a node in a network, wherein the measurement path set comprises at least one path to be measured in the network, and each path to be measured passes through at least one link in the network; respectively sending a measurement application message to a start node and an end node of the path to be measured in the measurement path set; and receiving a performance measurement result sent by the start node or the end node, and determining the link performance of a link in the network according to the received performance measurement result. In the method, all pieces of link performance data in a network are obtained by means of partial measurement, so that the computing complexity is reduced and the network overhead is reduced.

Description

网络性能测量方法及装置Network performance measuring method and device 技术领域Technical field
本发明涉及通信技术,尤其涉及一种网络性能测量方法及装置。The present invention relates to communication technologies, and in particular, to a network performance measurement method and apparatus.
背景技术Background technique
随着网络技术和业务的发展,网络变得越来越复杂,网络负担也越来越重,因此,需要及时对网络性能进行测量,以保证网络的运行正常。对网络性能测量,具体是指对网络时延,抖动,丢包率、吞吐量等的测量。With the development of network technologies and services, networks become more and more complex, and the network burden becomes heavier. Therefore, network performance needs to be measured in time to ensure that the network operates normally. For network performance measurement, it refers to measurement of network delay, jitter, packet loss rate, throughput, and so on.
现有技术中提出了一种基于层析映射方法来求解网络性能,具体地,首先测量到所有业务的时延、丢包率性能,然后将丢包率转化为传输成功率,将时延和传输成功率构建统一模型,同时结合应用层析映射方法,最小总体误差目标,应用启发式方法来求解链路的性能。In the prior art, a tomographic mapping method is proposed to solve network performance. Specifically, firstly, the delay and packet loss rate performance of all services are measured, and then the packet loss rate is converted into a transmission success rate, and the delay is A unified model of transmission success rate is combined with the application of the tomographic mapping method, the minimum overall error target, and a heuristic method is applied to solve the performance of the link.
但是,现有技术的方法需要对网络中的全部业务进行测量,导致计算复杂度高以及开销过大。However, the prior art method requires measurement of all services in the network, resulting in high computational complexity and excessive overhead.
发明内容Summary of the invention
本发明实施例提供一种网络性能测量方法及装置,用于解决现有技术中网络性能计算复杂度高以及开销过大的问题。The embodiments of the present invention provide a network performance measurement method and device, which are used to solve the problem of high network performance calculation complexity and excessive overhead in the prior art.
本发明实施例第一方面提供一种网络性能测量方法,该方法从分发控制器的角度进行描述。在该方法中,分发控制器首先根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,该测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,该性能测量目标用于指定测量的目标和要求,该网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;其次,分发控制器向测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,该测量申请消息中至少包括测量对象,该测量对象用于指定待测量路径的起始节点、结束节点以及测量路径标识;进而,分发控制器会接收起始节点或结束节点发送的性能测量结果,并根据所接收到的性能测量结果,确定 网络中链路的链路性能。A first aspect of the embodiments of the present invention provides a network performance measurement method, which is described from the perspective of a distribution controller. In the method, the distribution controller first determines a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, each of which is to be measured. The measurement path passes through at least one link in the network, and the performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the network includes at least the measurement type supported by the node in the network; secondly, the distribution controller measures to the measurement The start node and the end node of the path to be measured in the path set respectively send a measurement request message, where the measurement request message includes at least a measurement object, where the measurement object is used to specify a start node, an end node, and a measurement path identifier of the path to be measured; Further, the distribution controller receives the performance measurement result sent by the start node or the end node, and determines according to the received performance measurement result. Link performance of links in the network.
在该方法中,测量分析服务器根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息确定出测量路径集,测量路径集中的路径为网络中的部分路径,通过对这些路径进行性能测量,可以得到网络中所有要求的链路性能结果。因此,该方法通过部分测量得到了网络中全部链路性能数据,从而降低了计算复杂度并且降低了网络开销。In the method, the measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is a partial path in the network, and performance measurement is performed on the paths. All required link performance results in the network are available. Therefore, the method obtains all link performance data in the network through partial measurement, thereby reducing computational complexity and reducing network overhead.
在一种可能的设计中,分发控制器在确定测量路径集的一种具体方法为:In one possible design, a specific method by which the distribution controller determines the set of measurement paths is:
获取网络中的业务路径;Obtain the business path in the network;
根据网络中的业务路径和所述网络拓扑信息,生成路径矩阵,所述路径矩阵中的每一行表示网络中的一个业务;Generating a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。And determining, according to the performance measurement target and the measurement capability information of the node in the network, the measurement path set, where the rank of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance.
在一种可能的设计中,所述根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,包括:In a possible design, the determining a measurement path set from the path matrix according to the performance measurement target and the measurement capability information of a node in the network, including:
根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
根据网络中节点的测量能力信息,确定第一节点,所述第一节点为不支持所述测量类型的节点;Determining, according to measurement capability information of the node in the network, the first node, where the first node is a node that does not support the measurement type;
从所述路径矩阵中删除以所述第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;Deleting a path with the first node as a start node or an end node from the path matrix to form a first path matrix;
按照所述第一路径矩阵中每条路径所包含的链路数量,对所述第一路径矩阵进行排序,以形成第二路径矩阵;Sorting the first path matrix according to the number of links included in each path in the first path matrix to form a second path matrix;
对所述第二路径矩阵中的路径进行正交序列化运算,以形成所述测量路径集。Performing an orthogonal serialization operation on the paths in the second path matrix to form the measurement path set.
在一种可能的设计中,分发控制器在确定测量路径集的另一种具体方法为:In one possible design, another specific method by which the distribution controller determines the set of measurement paths is:
根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
根据所述测量类型,确定约束模型以及目标模型;Determining a constraint model and a target model according to the measurement type;
根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,其中,所述求解算法包括梯度法、单纯型法或内点法; Determining, according to the constraint model and the target model, the measurement path set using a solution algorithm, wherein the solution algorithm comprises a gradient method, a simple method or an interior point method;
其中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型;The constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
在一种可能的设计中,上述求解算法还包括启发式方法;所述根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,包括:In a possible design, the solution algorithm further includes a heuristic method; and determining, according to the constraint model and the target model, the measurement path set by using a solution algorithm, including:
选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到所述结束节点之间的多条路径,其中,所述起始节点和所述结束节点支持所述性能测量目标;Selecting a start node and an end node, and generating a plurality of paths between the start node and the end node according to network topology information, where the start node and the end node support the performance measurement target;
计算所述起始节点和所述结束节点之间的最短跳数路径;Calculating a shortest hop path between the starting node and the ending node;
删除跳数不大于1跳的路径;Delete the path with no more than 1 hop.
判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。It is determined whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance, and if so, the remaining path is added to the measurement path set.
在一种可能的设计中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型;In a possible design, the constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and a single measurement path hops The number of measurement paths is not less than 1 hop, the number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
在一种可能的设计中,所述根据所述性能测量结果,确定网络中链路的链路性能,包括:In a possible design, the determining the link performance of the link in the network according to the performance measurement result includes:
根据所述性能测量结果,确定测量路径性能矩阵;Determining a measurement path performance matrix according to the performance measurement result;
根据所述测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,所述链路性能矩阵中的元素值用于标识链路的性能。And calculating, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where element values in the link performance matrix are used to identify the performance of the link.
在一种可能的设计中,所述根据所述性能测量结果,确定测量路径性能矩阵之前,还包括:In a possible design, before determining the measurement path performance matrix according to the performance measurement result, the method further includes:
根据所述性能测量结果,判断所述测量路径集中是否存在故障链路,若是,则从所述测量路径集中删除经过所述故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入所述测量路径集中。Determining, according to the performance measurement result, whether there is a faulty link in the measurement path set, and if yes, deleting a path that passes through the faulty link from the measurement path set, and using an orthogonal serialization operation from the second path matrix Select a new path to join the measurement path set.
在一种可能的设计中,上述方法包括: In one possible design, the above method includes:
根据网络中链路的链路性能,确定网络中业务的业务性能。Determine the service performance of services in the network according to the link performance of the links in the network.
在一种可能的设计中,所述根据网络中链路的链路性能,确定网络中业务的业务性能,包括:In a possible design, the determining the service performance of the service in the network according to the link performance of the link in the network includes:
将所述路径矩阵与所述链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的时延值;Multiplying the path matrix by the link delay matrix, and using an element value in a matrix corresponding to the multiplication result as a delay value of a service corresponding to the corresponding row in the path matrix;
将所述路径矩阵与所述链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的抖动值;Multiplying the path matrix by the matrix of the link jitter value, and using the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix;
将所述路径矩阵与所述链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的传输成功率;Multiplying the path matrix by the link transmission success rate matrix, and using the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix;
将数值1和所述路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为所述路径矩阵中对应行所对应的业务的丢包率。The value 1 is subtracted from the transmission success rate of the service corresponding to the corresponding row in the path matrix, and the subtraction result is used as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
在一种可能的设计中,上述方法还包括:In a possible design, the above method further includes:
判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determining whether the service path in the network changes, and if so, determining whether the current measurement path set can cover the link requiring the link performance, and if not, updating the measurement path by using a new service path or a new service path in the network. Set and perform network performance measurements based on the updated set of measurement paths.
本发明实施例第二方面提供一种网络性能测量方法,该方法从执行性能测量的网络中节点的角度进行描述,该方法包括:A second aspect of the embodiments of the present invention provides a network performance measurement method, which is described from the perspective of a node in a network that performs performance measurement, and the method includes:
接收测量申请消息,该测量申请消息中至少包括测量对象;Receiving a measurement request message, where the measurement request message includes at least a measurement object;
根据上述测量申请消息,进行网络性能测量。The network performance measurement is performed according to the above measurement request message.
在一种可能的设计中,所述根据所述测量申请消息,进行网络性能测量,包括:In a possible design, the performing network performance measurement according to the measurement request message includes:
根据所述测量申请消息,构建测试报文;Constructing a test message according to the measurement request message;
发送所述测试报文。Send the test message.
在一种可能的设计中,所述根据所述测量申请消息,进行网络性能测量,包括:In a possible design, the performing network performance measurement according to the measurement request message includes:
接收测试报文;Receiving test messages;
根据所述测试报文,计算网络性能,获取性能测量结果;Calculating network performance and obtaining performance measurement results according to the test packet;
发送所述性能测量结果。Send the performance measurement result.
本发明实施例第三方面提供一种网络性能测量装置,该装置包括: A third aspect of the embodiments of the present invention provides a network performance measuring apparatus, where the apparatus includes:
处理模块,用于根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,所述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,所述性能测量目标用于指定测量的目标和要求,所述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;a processing module, configured to determine a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes At least one link in the network, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
发送模块,用于向所述测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,所述测量申请消息中至少包括测量对象,所述测量对象用于指定所述待测量路径的起始节点、结束节点以及测量路径标识;a sending module, configured to send a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify the to-be-measured The start node, end node, and measurement path identifier of the path;
接收模块,用于接收所述起始节点或所述结束节点发送的性能测量结果;a receiving module, configured to receive a performance measurement result sent by the starting node or the ending node;
所述处理模块,还用于根据所述性能测量结果,确定网络中链路的链路性能。The processing module is further configured to determine link performance of a link in the network according to the performance measurement result.
在一种可能的设计中,所述处理模块包括:In one possible design, the processing module includes:
获取单元,用于获取网络中的业务路径;An obtaining unit, configured to acquire a service path in the network;
生成单元,用于根据网络中的业务路径和所述网络拓扑信息,生成路径矩阵,所述路径矩阵中的每一行表示网络中的一个业务;a generating unit, configured to generate a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
第一确定单元,用于根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。a first determining unit, configured to determine, according to the performance measurement target and measurement capability information of a node in the network, a measurement path set from the path matrix, where a rank of a matrix corresponding to the measurement path set is not less than a required link performance The number of links.
在一种可能的设计中,所述第一确定单元具体用于:In a possible design, the first determining unit is specifically configured to:
根据所述性能测量目标,确定测量类型;根据网络中节点的测量能力信息,确定第一节点,所述第一节点为不支持所述测量类型的节点;从所述路径矩阵中删除以所述第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;按照所述第一路径矩阵中每条路径所包含的链路数量,对所述第一路径矩阵进行排序,以形成第二路径矩阵;对所述第二路径矩阵中的路径进行正交序列化运算,以形成所述测量路径集。Determining a measurement type according to the performance measurement target; determining, according to measurement capability information of a node in the network, the first node is a node that does not support the measurement type; deleting the path matrix from the The first node is used as a path of the start node or the end node to form a first path matrix; the first path matrix is sorted according to the number of links included in each path in the first path matrix to form a second path matrix; orthogonally serializing operations on the paths in the second path matrix to form the set of measurement paths.
在一种可能的设计中,所述处理模块还包括:In a possible design, the processing module further includes:
第二确定单元,用于根据所述性能测量目标,确定测量类型;a second determining unit, configured to determine a measurement type according to the performance measurement target;
第三确定单元,用于根据所述测量类型,确定约束模型以及目标模型;a third determining unit, configured to determine a constraint model and a target model according to the measurement type;
第四确定单元,用于根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,其中,所述求解算法包括梯度法、单纯型法或内点法; a fourth determining unit, configured to determine, according to the constraint model and the target model, the measurement path set by using a solution algorithm, where the solution algorithm comprises a gradient method, a simple method or an interior point method;
其中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型;The constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
在一种可能的设计中,所述求解算法还包括启发式方法;所述第四确定单元具体用于:In a possible design, the solving algorithm further includes a heuristic method; the fourth determining unit is specifically configured to:
选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到所述结束节点之间的多条路径,其中,所述起始节点和所述结束节点支持所述性能测量目标;计算所述起始节点和所述结束节点之间的最短跳数路径;删除跳数不大于1跳的路径;判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。Selecting a start node and an end node, and generating a plurality of paths between the start node and the end node according to network topology information, where the start node and the end node support the performance measurement target; Calculating a shortest hop path between the start node and the end node; deleting a path with a hop count of no more than 1 hop; determining whether the remaining path satisfies a condition that the number of paths is not less than the number of links requiring link performance, and if And then add the remaining paths to the measurement path set.
在一种可能的设计中,所述处理模块还包括:In a possible design, the processing module further includes:
第五确定单元,用于根据所述性能测量结果,确定测量路径性能矩阵;a fifth determining unit, configured to determine a measurement path performance matrix according to the performance measurement result;
计算单元,用于根据所述测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,所述链路性能矩阵中的元素值用于标识链路的性能。And a calculating unit, configured to calculate, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where the element value in the link performance matrix is used to identify the performance of the link.
在一种可能的设计中,所述处理模块还用于:In one possible design, the processing module is further configured to:
根据所述性能测量结果,判断所述测量路径集中是否存在故障链路,若是,则从所述测量路径集中删除经过所述故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入所述测量路径集中。Determining, according to the performance measurement result, whether there is a faulty link in the measurement path set, and if yes, deleting a path that passes through the faulty link from the measurement path set, and using an orthogonal serialization operation from the second path matrix Select a new path to join the measurement path set.
在一种可能的设计中,所述处理模块还用于:根据网络中链路的链路性能,确定网络中业务的业务性能。In a possible design, the processing module is further configured to determine a service performance of a service in the network according to a link performance of a link in the network.
在一种可能的设计中,所述处理模块还包括:In a possible design, the processing module further includes:
第一相乘单元,用于将所述路径矩阵与所述链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的时延值;a first multiplying unit, configured to multiply the path matrix by the link delay matrix, and use an element value in a matrix corresponding to the multiplication result as a delay of a service corresponding to the corresponding row in the path matrix value;
第二相乘单元,用于将所述路径矩阵与所述链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的抖动值; a second multiplying unit, configured to multiply the path matrix by the link dither value matrix, and use an element value in a matrix corresponding to the multiplication result as a jitter value of a service corresponding to a corresponding row in the path matrix ;
第三相乘单元,用于将所述路径矩阵与所述链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的传输成功率;a third multiplying unit, configured to multiply the path matrix by the link transmission success matrix, and use an element value in a matrix corresponding to the multiplication result as a transmission of a service corresponding to a corresponding row in the path matrix Success rate;
相减单元,用于将数值1和所述路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为所述路径矩阵中对应行所对应的业务的丢包率。The subtraction unit is configured to subtract the value 1 and the transmission success rate of the service corresponding to the corresponding row in the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
在一种可能的设计中,所述处理模块还用于:In one possible design, the processing module is further configured to:
判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determining whether the service path in the network changes, and if so, determining whether the current measurement path set can cover the link requiring the link performance, and if not, updating the measurement path by using a new service path or a new service path in the network. Set and perform network performance measurements based on the updated set of measurement paths.
本发明实施例第四方面提供一种网络性能测量装置,包括:A fourth aspect of the embodiments of the present invention provides a network performance measurement apparatus, including:
接收模块,用于接收测量申请消息,该测量申请消息中至少包括测量对象。The receiving module is configured to receive a measurement request message, where the measurement request message includes at least a measurement object.
处理模块,用于根据上述测量申请消息,进行网络性能测量。The processing module is configured to perform network performance measurement according to the foregoing measurement application message.
在一种可能的设计中,处理模块具体用于:In one possible design, the processing module is specifically used to:
根据测量申请消息,构建测试报文;发送测试报文。According to the measurement request message, construct a test message; send a test message.
在一种可能的设计中,处理模块具体还用于:In one possible design, the processing module is also specifically used to:
接收测试报文;根据测试报文,计算网络性能,获取性能测量结果;发送性能测量结果。Receive test packets; calculate network performance based on test packets, obtain performance measurement results; and send performance measurement results.
本发明实施例第五方面提供一种网络性能测量装置,包括:A fifth aspect of the embodiments of the present invention provides a network performance measurement apparatus, including:
存储器和处理器;Memory and processor;
所述存储器用于存储程序指令,所述处理器用于调用所述存储器中的程序指令,执行下述方法:The memory is configured to store program instructions, and the processor is configured to invoke program instructions in the memory to perform the following methods:
根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,所述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,所述性能测量目标用于指定测量的目标和要求,所述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;Determining a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one of the networks. a link, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
向所述测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,所述测量申请消息中至少包括测量对象,所述测量对象用于指 定所述待测量路径的起始节点、结束节点以及测量路径标识;Sending a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to refer to Determining a start node, an end node, and a measurement path identifier of the path to be measured;
接收所述起始节点或所述结束节点发送的性能测量结果;Receiving performance measurement results sent by the starting node or the ending node;
根据所述性能测量结果,确定网络中链路的链路性能。According to the performance measurement result, the link performance of the link in the network is determined.
本发明实施例所提供的方案,相比于现有技术,实现了通过部分测量得到了网络中全部链路性能数据,从而降低了计算复杂度并且降低了网络开销。Compared with the prior art, the solution provided by the embodiment of the present invention achieves all link performance data in the network through partial measurement, thereby reducing computational complexity and reducing network overhead.
附图说明DRAWINGS
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作一简单地介绍,显而易见地,下面描述中的附图是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, a brief description of the drawings used in the embodiments or the prior art description will be briefly described below. Obviously, the drawings in the following description It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any inventive labor.
图1为本发明实施例提供的网络性能测量方法的系统架构图;1 is a system architecture diagram of a network performance measurement method according to an embodiment of the present invention;
图2为本发明实施例提供的网络性能测量方法实施例一的交互流程图;2 is an interaction flowchart of Embodiment 1 of a network performance measurement method according to an embodiment of the present invention;
图3为本发明实施例提供的网络性能测量方法实施例二的交互流程图;FIG. 3 is an interaction flowchart of Embodiment 2 of a network performance measurement method according to an embodiment of the present disclosure;
图4为本发明实施例提供的网络性能测量方法实施例三的交互流程图;FIG. 4 is an interaction flowchart of Embodiment 3 of a network performance measurement method according to an embodiment of the present disclosure;
图5为本发明实施例提供的网络性能测量方法实施例四的交互流程图;FIG. 5 is an interaction flowchart of Embodiment 4 of a network performance measurement method according to an embodiment of the present disclosure;
图6为上述业务路径所对应的路径矩阵;6 is a path matrix corresponding to the foregoing service path;
图7为本发明实施例提供的网络性能测量方法实施例五的流程示意图;FIG. 7 is a schematic flowchart of Embodiment 5 of a network performance measurement method according to an embodiment of the present disclosure;
图8为本发明实施例提供的网络性能测量方法实施例六的交互流程图;FIG. 8 is an interaction flowchart of Embodiment 6 of a network performance measurement method according to an embodiment of the present disclosure;
图9为环路测量路径示意图;9 is a schematic diagram of a loop measurement path;
图10为本发明实施例提供的网络性能测量方法实施例七的交互流程图;10 is an interaction flowchart of Embodiment 7 of a network performance measurement method according to an embodiment of the present invention;
图11为本发明实施例提供的网络性能测量方法实施例八的流程示意图;FIG. 11 is a schematic flowchart of Embodiment 8 of a network performance measurement method according to an embodiment of the present disclosure;
图12为本发明实施例提供的网络性能测量方法实施例九的交互流程图;FIG. 12 is an interaction flowchart of Embodiment 9 of a network performance measurement method according to an embodiment of the present disclosure;
图13为本发明实施例提供的网络性能测量方法实施例十的交互流程图;FIG. 13 is an interaction flowchart of Embodiment 10 of a network performance measurement method according to an embodiment of the present disclosure;
图14为本发明实施例提供的网络性能测量装置实施例一的模块结构图;FIG. 14 is a block diagram of a first embodiment of a network performance measurement apparatus according to an embodiment of the present invention;
图15为本发明实施例提供的网络性能测量装置实施例二的模块结构图;FIG. 15 is a block diagram of a second embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure;
图16为本发明实施例提供的网络性能测量装置实施例三的模块结构图;FIG. 16 is a block diagram of a third embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure;
图17为本发明实施例提供的网络性能测量装置实施例四的模块结构图;FIG. 17 is a block diagram of a fourth embodiment of a network performance measurement apparatus according to an embodiment of the present disclosure;
图18为本发明实施例提供的网络性能测量装置实施例五的模块结构图;FIG. 18 is a block diagram showing a module structure of a fifth embodiment of a network performance measuring apparatus according to an embodiment of the present disclosure;
图19为本发明实施例提供的网络性能测量装置的实体框图; FIG. 19 is a physical block diagram of a network performance measurement apparatus according to an embodiment of the present invention;
图20为本发明实施例提供的网络节点实施例一的模块结构图。FIG. 20 is a block diagram of a first embodiment of a network node according to an embodiment of the present invention.
具体实施方式detailed description
为使本发明实施例的目的、技术方案和优点更加清楚,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention will be clearly and completely described in conjunction with the drawings in the embodiments of the present invention. It is a partial embodiment of the invention, and not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.
图1为本发明实施例提供的网络性能测量方法的系统架构图,如图1所示,该系统架构中包括测量分析服务器和多个节点设备,其中,多个节点设备以下都简称节点。FIG. 1 is a system architecture diagram of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 1 , the system architecture includes a measurement analysis server and a plurality of node devices, where multiple node devices are referred to as nodes below.
测量分析服务器可以是网络中某个集中控制器内的一个模块,例如可以是软件定义网络(Software Defined Network,简称SDN)中的一个模块,测量分析服务器也可以是网络中某个设备中的一个集中分析模块,测量分析服务器还可以作为分布式的集群存在,以提高分析的数据规模和效率。因此,本发明实施例对于测量分析服务器的具体形态不做限制。The measurement and analysis server may be a module in a centralized controller in the network, for example, may be a module in a Software Defined Network (SDN), and the measurement analysis server may also be one of a device in the network. Centralized analysis module, measurement and analysis server can also exist as a distributed cluster to improve the data size and efficiency of the analysis. Therefore, the embodiment of the present invention does not limit the specific form of the measurement and analysis server.
节点可以是网络中具有性能测量功能的设备,例如,节点具体可以为路由器或者测量探针设备。节点在物理上互相连接,如图1中实线所示,同时,测量分析服务器在逻辑上与多个节点连接,如图1中虚线所示,从而实现由测量分析服务器向节点下发测量申请,由节点进行性能测量,并向测量分析服务器上报测量结果,进而由测量分析服务器完成测量分析。The node may be a device with performance measurement function in the network, for example, the node may specifically be a router or a measurement probe device. The nodes are physically connected to each other, as shown by the solid line in FIG. 1 . At the same time, the measurement and analysis server is logically connected to multiple nodes, as shown by the dotted line in FIG. 1 , so that the measurement application server sends the measurement request to the node. The performance measurement is performed by the node, and the measurement result is reported to the measurement analysis server, and then the measurement analysis server completes the measurement analysis.
其中,路由器或者测量探针设备可以通过内部的测量代理模块来进行性能测量。Among them, the router or measurement probe device can perform performance measurement through the internal measurement agent module.
需要说明的是,本发明实施例以下所述的“路径”也可以称为“路由”,例如,以下的“业务路径”可以被称为“业务路由”,“路径矩阵”可以被称为“路由矩阵”。It should be noted that the “path” described below in the embodiment of the present invention may also be referred to as “routing”. For example, the following “traffic path” may be referred to as “service routing”, and “path matrix” may be referred to as “route”. Routing matrix".
图2为本发明实施例提供的网络性能测量方法实施例一的交互流程图,如图2所示,该方法包括:2 is an interaction flowchart of Embodiment 1 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 2, the method includes:
S101、测量分析服务器根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集。 S101. The measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network.
其中,上述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路。上述性能测量目标用于指定测量的目标和要求,上述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型。The measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one link in the network. The above performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the above network at least includes the measurement type supported by the node in the network.
具体地,上述性能测量目标所指定的测量的目标和要求例如可以为:Specifically, the target and requirement of the measurement specified by the performance measurement target described above may be, for example:
测试全网某类型业务的网络性能,如网络电话(Voice over Internet Protocol,简称VoIP)业务,丢包率误差不高于10^4,时延误差不高于0.01ms;测试测量分析服务器到各节点的网络性能,以及类似的误差要求;测试链路性能,以及类似的误差要求;测试链路是否故障;测试全网某类型业务的网络性能,类似的误差要求,按一定周期长期监控,并预测预警,测试某些节点对之间的某种业务的网络性能,如VoIP,并带有类似的误差要求,测试某些节点对之间的某种业务的网络性能,如TE隧道业务,并带有类似的误差要求,按一定周期长期监控,并预测预警。以及还包括:周期性测量、周期大小等。Test the network performance of a certain type of service on the entire network, such as Voice over Internet Protocol (VoIP) service. The packet loss rate error is not higher than 10^4, and the delay error is not higher than 0.01ms. Node network performance, and similar error requirements; test link performance, and similar error requirements; test link failure; test network performance of a certain type of service across the network, similar error requirements, long-term monitoring according to a certain period, and Predictive warnings, testing network performance of certain services between certain pairs of nodes, such as VoIP, with similar error requirements, testing network performance of certain services between certain pairs of nodes, such as TE tunnel services, and With similar error requirements, long-term monitoring according to a certain period, and predicting early warning. And also includes: periodic measurement, cycle size, and so on.
可选地,上述这些测量的目标和要求可以由用户进行设定,例如可以由测量分析服务器提供设定界面或接口,由用户进行设定之后由测量分析服务器进行保存。Optionally, the targets and requirements of the above measurements may be set by the user. For example, the setting interface or interface may be provided by the measurement analysis server, and saved by the measurement analysis server after being set by the user.
具体地,网络中节点的测量能力信息除了包括网络中节点所支持的测量类型外,还可能包括节点标识、节点最大支持流数、节点对应的管道对象流序列,即经过本节点的路由等信息。其中,节点所支持的测量类型具体可以为:IP性能测量(Internet Protocol Performance Measurement,简称IPPM)、IP流性能监控(Internet Protocol Flow Performance Monitor,简称IP FPM)、RFC 6375等。例如,假设有节点A、B和C,节点A和B均支持IP FPM和IPPM,而节点C仅支持IPPM。Specifically, the measurement capability information of the node in the network may include, in addition to the measurement types supported by the nodes in the network, the node identifier, the maximum number of supported nodes, and the pipeline object flow sequence corresponding to the node, that is, the route through the node. . The measurement types supported by the node may be: Internet Protocol Performance Measurement (IPPM), IP Protocol Performance Monitoring (IP FPM), and RFC 6375. For example, suppose there are nodes A, B, and C, nodes A and B both support IP FPM and IPPM, while node C only supports IPPM.
网络中节点的测量能力信息可以事先由各节点上报给测量分析服务器,由测量分析服务器进行保存。测量分析服务器可以根据一定的策略来对所保存的网络中节点的测量能力信息进行更新,例如,可以周期性向网络中各节点下发更新指示,进而根据各节点所上报的新的测量能力信息进行更新。The measurement capability information of the nodes in the network can be reported to the measurement and analysis server by each node in advance, and saved by the measurement and analysis server. The measurement and analysis server may update the measurement capability information of the nodes in the saved network according to a certain policy. For example, the update indication may be sent to each node in the network periodically, and then according to the new measurement capability information reported by each node. Update.
具体地,测量分析服务器可以从网管、SDN服务器等设备中获取网络拓扑信息。 Specifically, the measurement and analysis server may obtain network topology information from devices such as a network management system and an SDN server.
当测量分析服务器获取到测量目标、网络拓扑信息以及网络中各节点的测量能力信息之后,就可以根据这些信息来确定测量路径集。测量路径集是多条测量路径的集合。测量路径集中的路径为网络中所有路径中的部分路径,而并非全部的路径,因此,对这些路径进行测量不会造成大的网络开销。同时,能够保证测量路径集中的路径的个数不小于要求链路性能的链路个数。After the measurement and analysis server obtains the measurement target, the network topology information, and the measurement capability information of each node in the network, the measurement path set can be determined according to the information. A measurement path set is a collection of multiple measurement paths. The path in the measurement path set is part of all the paths in the network, not all of them, so measuring these paths does not cause large network overhead. At the same time, it can be ensured that the number of paths in the measurement path set is not less than the number of links requiring link performance.
S102、测量分析服务器向测量路径集中的待测量路径的起始节点发送测量申请消息。S102. The measurement and analysis server sends a measurement request message to a start node of the path to be measured in the measurement path set.
S103、测量分析服务器向测量路径集中的待测量路径的结束节点发送测量申请消息。S103. The measurement analysis server sends a measurement request message to an end node of the path to be measured in the measurement path set.
其中,测量分析服务器向起始节点和结束节点所发送的测量申请消息中至少包括测量对象,该测量对象用于指定待测量路径的起始节点、结束节点以及测量路径标识。The measurement request message sent by the measurement and analysis server to the start node and the end node includes at least a measurement object, which is used to specify a start node, an end node, and a measurement path identifier of the path to be measured.
测量分析服务器除了在测量申请消息中携带测量对象,还可以携带测量类型和测量内容。对于起始节点,其对应的测量内容可能包括:目的IP、下一跳、服务优先级、协议类型、入出标签信息等,也可能包括包长、测量周期、每测量周期发送测试包数、开始测量时间、结束时间、立即执行、最大性能数据/平均性能数据/包括最大和平均性能数据的性能数据模式等信息。对于结束节点,其对应的测量内容主要为在对应的测量类型下需要计算的端到端(End-to-End,简称E2E)路径性能。The measurement analysis server can carry the measurement type and the measurement content in addition to carrying the measurement object in the measurement application message. For the starting node, the corresponding measurement content may include: destination IP, next hop, service priority, protocol type, inbound and outbound label information, etc., and may include packet length, measurement period, number of test packets sent per measurement period, and start Measurement time, end time, immediate execution, maximum performance data/average performance data/performance data patterns including maximum and average performance data. For the end node, the corresponding measurement content is mainly the end-to-end (E2E) path performance that needs to be calculated under the corresponding measurement type.
需要说明的是,S102和S103是测量分析服务器向测量路径集中的一条待测量路径发送测量申请消息,对于测量路径集中的其他待测量路径,都需要使用S102和S103的过程逐个发送测量测量申请。相应地,后续接收到各待测量路径的起始节点和结束节点所发送的测量数据后,也需要逐个进行分析。其中,S102和S103的执行顺序可以不分先后。It should be noted that S102 and S103 are measurement measurement servers that send measurement application messages to a path to be measured in the measurement path set. For other paths to be measured in the measurement path set, the measurement measurement applications need to be sent one by one using the processes of S102 and S103. Correspondingly, after receiving the measurement data sent by the start node and the end node of each path to be measured, it is also necessary to analyze one by one. The execution order of S102 and S103 may be in no particular order.
S104、起始节点根据所接收到的测量申请消息,进行网络性能测量。S104. The initiating node performs network performance measurement according to the received measurement request message.
S105、结束节点根据所接收的测量申请消息,进行网络性能测量。S105. The end node performs network performance measurement according to the received measurement application message.
S106、起始节点向测量分析服务器发送性能测量结果。S106. The initiating node sends a performance measurement result to the measurement and analysis server.
S107、结束节点向测量分析服务器发送性能测量结果。S107. The end node sends a performance measurement result to the measurement analysis server.
其中,上述步骤S104和S106为起始节点进行性能测量和发送性能测量结果的过程,上述步骤S105和S107为结束节点进行性能和发送性能测量结 果的过程,起始节点和结束节点相互独立执行上述步骤,因此,上述步骤S104和S105的执行顺序不分先后,相应地,上述步骤S106和S107的执行顺序也不分先后。The foregoing steps S104 and S106 are processes for performing performance measurement and transmitting performance measurement results for the initiating node, and the foregoing steps S105 and S107 are performed for the end node for performance and transmission performance measurement. In the process of the foregoing, the start node and the end node perform the above steps independently of each other. Therefore, the execution order of the above steps S104 and S105 is not sequential, and accordingly, the execution order of the above steps S106 and S107 is in no particular order.
另外,上述步骤S106和S107可以只执行其中一个步骤。即,可以由结束节点直接将性能测量结果上报给测量分析服务器,也可以由结束节点将测量分析结果发送给起始节点,再由起始节点上报给测量分析服务器。本发明实施例以下关于上报性能测量结果的过程都遵循此原则,后续不再进行说明。In addition, the above steps S106 and S107 may perform only one of the steps. That is, the performance measurement result may be directly reported to the measurement analysis server by the end node, or the measurement result may be sent to the start node by the end node, and then reported by the start node to the measurement analysis server. Embodiments of the Present Invention The following procedures for reporting performance measurement results follow this principle, and will not be described later.
其中,上述性能测量结果中可以包括测量路径标识、时延、抖动以及丢包率等性能数据。The foregoing performance measurement results may include performance data such as measurement path identifier, delay, jitter, and packet loss rate.
S108、测量分析服务器根据起始节点所发送的性能测量结果以及结束节点所发送的性能测量结果,确定网络中链路的链路性能。S108. The measurement analysis server determines link performance of the link in the network according to the performance measurement result sent by the start node and the performance measurement result sent by the end node.
如前所述,测量分析服务器根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,可以确定出测量路径集,测量路径集中的路径为网络中的部分路径,从而节省网络开销。同时,测量路径集中的路径的个数不小于要求链路性能的链路个数,因此,只要得到测量路径集中各测量路径的性能,就可以经过运算得出网络中所有的要求链路性能的链路的性能。As described above, the measurement and analysis server can determine the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is part of the path in the network, thereby saving network overhead. At the same time, the number of paths in the measurement path set is not less than the number of links requiring link performance. Therefore, as long as the performance of each measurement path in the measurement path set is obtained, all the required link performances in the network can be obtained through operation. Link performance.
本实施例中,测量分析服务器根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息确定出测量路径集,测量路径集中的路径为网络中的部分路径,通过对这些路径进行性能测量,可以得到网络中所有要求的链路性能结果。因此,本实施例通过部分测量得到了网络中全部链路性能数据,而现有技术中需要对全部业务进行测量才可能得到网络中全部链路性能数据。因此,本实施例降低了计算复杂度并且降低了网络开销。In this embodiment, the measurement and analysis server determines the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the nodes in the network, and the path in the measurement path set is a partial path in the network, and performance measurement is performed on the paths. All required link performance results in the network are available. Therefore, in this embodiment, all link performance data in the network is obtained by partial measurement, and in the prior art, all the services need to be measured to obtain all link performance data in the network. Therefore, the present embodiment reduces computational complexity and reduces network overhead.
图3为本发明实施例提供的网络性能测量方法实施例二的交互流程图,如图3所示,在上述步骤S108之后,还包括:FIG. 3 is an interaction flowchart of Embodiment 2 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 3, after the foregoing step S108, the method further includes:
S109、测量分析服务器根据网络中链路的链路性能,确定网络中业务的业务性能。S109. The measurement and analysis server determines the service performance of the service in the network according to the link performance of the link in the network.
具体地,测量分析服务器可以根据网络中各业务所经过的链路,在这些链路的链路性能的基础上,计算出业务的业务性能。例如,如果一个业务A经过多个链路1、2、3,则业务的时延就等于链路1、2、3的时延之和。 Specifically, the measurement and analysis server can calculate the service performance of the service based on the link performance of the links in the network according to the link performance of the links. For example, if a service A passes through multiple links 1, 2, and 3, the delay of the service is equal to the sum of the delays of the links 1, 2, and 3.
图4为本发明实施例提供的网络性能测量方法实施例三的交互流程图,如图4所示,在上述步骤S101之前,还包括:4 is an interaction flowchart of Embodiment 3 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 4, before the step S101, the method further includes:
S100、测量分析服务器获取性能测量目标、网络拓扑信息以及网络中节点的测量能力信息。S100: The measurement analysis server acquires performance measurement targets, network topology information, and measurement capability information of nodes in the network.
具体的获取方法可以参照前述实施例,此处不再赘述。For the specific acquisition method, refer to the foregoing embodiment, and details are not described herein again.
在上述实施例的基础上,本实施例涉及确定测量路径集的具体方法。Based on the above embodiments, the present embodiment relates to a specific method of determining a measurement path set.
在具体确定测量路径集时,本发明实施例提供了两种方法,第一种为从现有的业务路径中确定出测量路径集,另一种为新建测量路径集。测量分析服务器根据性能测量目标等来选择其中一种具体方法。具体选择方法可以为:When the measurement path set is specifically determined, the embodiment of the present invention provides two methods, the first one is to determine the measurement path set from the existing service path, and the other is to create a new measurement path set. The measurement analysis server selects one of the specific methods based on the performance measurement target or the like. The specific selection method can be:
根据测量精度要求的高低来选择第一种或第二种方法,例如精度要求高,需要IP FPM测量或者需要针对某种类型业务的网络性能测量,则需要获取业务路径。The first or second method is selected according to the level of measurement accuracy requirements, such as high accuracy requirements, IP FPM measurement, or network performance measurement for a certain type of service, which requires obtaining a service path.
根据建立测量路径的开销大小来选择第一种或第二种方法,例如若开销大,则需要获取业务路径。The first or second method is selected according to the cost of establishing the measurement path. For example, if the cost is large, the service path needs to be obtained.
根据用户指示来选择第一种或第二种方法,如果用户指示获取业务路径,需要直接获取业务路经,如果用户没有指示,则默认需要获取业务路径,或者,也可以是用户指示不能完全收集业务路经或不能新建测量路径等原则。The first or second method is selected according to the user indication. If the user instructs to obtain the service path, the service path needs to be directly obtained. If the user does not indicate the service path, the service path needs to be obtained by default, or the user may not completely collect the service path. The principle of business path or the inability to create a new measurement path.
图5为本发明实施例提供的网络性能测量方法实施例四的交互流程图,如图5所示,上述第一种方法,即上述步骤S101的一种实现方式包括:FIG. 5 is an interaction flowchart of Embodiment 4 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 5, the foregoing first method, that is, an implementation manner of the foregoing step S101, includes:
S1011、获取网络中的业务路径。S1011: Obtain a service path in the network.
具体地,测量分析服务器可以向SDN控制器或者网管等设备获取业务路径,或者,测量分析服务器也可以直接通过网络中各节点来获取业务路径。业务路径指某个业务所经过的路径。Specifically, the measurement and analysis server may obtain a service path from a device such as an SDN controller or a network management device, or the measurement and analysis server may directly obtain a service path through each node in the network. A service path is a path through which a service passes.
S1012、根据网络中的业务路径和网络拓扑信息,生成路径矩阵。S1012: Generate a path matrix according to the service path and network topology information in the network.
其中,路径矩阵中的每一行表示网络中的一个业务。Wherein each row in the path matrix represents a service in the network.
通过网络拓扑信息,可以得到网络中的链路和路经信息,结合所获取到的业务路径,就可以生成路径矩阵。Through the network topology information, the link and path information in the network can be obtained, and the path matrix can be generated by combining the obtained service paths.
具体地,路径矩阵为一个二维矩阵,其中行为业务,列为网络中的链路,路径矩阵中值为1的元素表示改行所对应的业务经过了该列所对应的链路,值为0的元素表示改行所对应的业务不经过该列所对应的链路。以下列举一 个路径矩阵的示例。Specifically, the path matrix is a two-dimensional matrix, wherein the behavior service is listed as a link in the network, and an element with a value of 1 in the path matrix indicates that the service corresponding to the changed line passes the link corresponding to the column, and the value is 0. The element indicates that the service corresponding to the change does not pass the link corresponding to the column. Listed below An example of a path matrix.
假设网络拓扑如图1所示,则各节点之间的业务路径为:Assuming the network topology is as shown in Figure 1, the service path between the nodes is:
A->E的路径为:A->C->EThe path of A->E is: A->C->E
A->B的路径为:A->BThe path of A->B is: A->B
A->C的路径为:A->CThe path of A->C is: A->C
A->D的路径为:A->B->DThe path of A->D is: A->B->D
B->C的路径为:B->A->CThe path of B->C is: B->A->C
B->A的路径为:B->AThe path of B->A is: B->A
B->D的路径为:B->DThe path of B->D is: B->D
B->E的路径为:B->D->EThe path of B->E is: B->D->E
C->A的路径为:C->AThe path of C->A is: C->A
C->B的路径为:C->A->BThe path of C->B is: C->A->B
C->D的路径为:C->DThe path of C->D is: C->D
C->E的路径为:C->EThe path of C->E is: C->E
D->A的路径为:D->B->AThe path of D->A is: D->B->A
D->B的路径为:D->BThe path of D->B is: D->B
D->C的路径为:D->CThe path of D->C is: D->C
D->E的路径为:D->EThe path of D->E is: D->E
E->A的路径为:E->C->AThe path of E->A is: E->C->A
E->B的路径为:E->D->BThe path of E->B is: E->D->B
E->C的路径为:E->CThe path of E->C is: E->C
E->D的路径为:E->DThe path of E->D is: E->D
则对应的路径矩阵为如图6所示,即,图6为上述业务路径所对应的路径矩阵。Then, the corresponding path matrix is as shown in FIG. 6, that is, FIG. 6 is a path matrix corresponding to the service path.
S1013、根据性能测量目标以及网络中节点的测量能力信息,从路径矩阵中确定出测量路径集。S1013. Determine a measurement path set from the path matrix according to the performance measurement target and the measurement capability information of the nodes in the network.
其中,该测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。The rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance.
本实施例中,直接根据网络中的业务路径生成路径矩阵,并从所生成的路径矩阵中确定出测量路径集,因此,能够保证所确定出的测量路径集的正确性。 In this embodiment, the path matrix is directly generated according to the service path in the network, and the measurement path set is determined from the generated path matrix. Therefore, the correctness of the determined measurement path set can be ensured.
在上述实施例的基础上,本实施例涉及从路径矩阵中确定测量路径集的具体方法,即,图7为本发明实施例提供的网络性能测量方法实施例五的流程示意图,如图7所示,上述步骤S1013具体包括:On the basis of the foregoing embodiment, the embodiment relates to a specific method for determining a measurement path set from a path matrix, that is, FIG. 7 is a schematic flowchart of Embodiment 5 of a network performance measurement method according to an embodiment of the present invention, as shown in FIG. 7 . The above step S1013 specifically includes:
S201、根据性能测量目标,确定测量类型。S201. Determine a measurement type according to a performance measurement target.
如前所述,性能测量目标中指定了对性能测量的目标和要求,根据这些要求,测量分析服务器就可以确定出本次测量的测量类型,例如,如果性能测量目标较高,则选择IP FPM测量类型,反之,则可以选择IPPM测量类型等。As mentioned earlier, the performance measurement targets specify the objectives and requirements for performance measurements. Based on these requirements, the measurement analysis server can determine the type of measurement for this measurement. For example, if the performance measurement target is high, select IP FPM. The type of measurement, and vice versa, the IPPM measurement type can be selected.
S202、根据网络中节点的测量能力信息,确定第一节点,该第一节点为不支持上述测量类型的节点。S202. Determine, according to measurement capability information of a node in the network, a first node, where the first node is a node that does not support the foregoing measurement type.
如前所述,测量分析服务器可以获取到网络中各节点的测量能信息,其中,节点的测量能力信息中包括了测量类型。当前述步骤中确定出本次测量的测量类型之后,首先找出网络中不支持本次测量类型的节点。例如,如果确定的本次性能测量的测量类型为IP FPM,而网络中某个节点所支持的测量类型为IPPM,则可以确定该节点为第一节点。As described above, the measurement and analysis server can obtain the measurement energy information of each node in the network, and the measurement capability information of the node includes the measurement type. After determining the measurement type of this measurement in the foregoing steps, first find out the nodes in the network that do not support this measurement type. For example, if the determined measurement type of this performance measurement is IP FPM, and the measurement type supported by a node in the network is IPPM, it can be determined that the node is the first node.
测量分析服务器所确定出的第一节点的个数可能为多个。The number of first nodes determined by the measurement analysis server may be multiple.
S203、从路径矩阵中删除以第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵。S203. Delete a path that uses the first node as a start node or an end node from the path matrix to form a first path matrix.
将不支持本次测量类型的节点从路径矩阵中删除之后,则剩余的作为起始节点或结束节点的节点都是可以支持本次性能测量的,即,能够保证第一路径矩阵中的路径都是有效路径。After the node that does not support the measurement type is deleted from the path matrix, the remaining nodes that are the starting node or the ending node can support the performance measurement, that is, the path in the first path matrix can be guaranteed. Is a valid path.
S204、按照第一路径矩阵中每条路径所包含的链路数量,对第一路径矩阵进行排序,以形成第二路径矩阵。S204. Sort the first path matrix according to the number of links included in each path in the first path matrix to form a second path matrix.
具体地,以路径所经过的链路数多少,以由多到少进行排序,得到第二路径矩阵。经过链路数多的排在前面,这样可尽量选择路径跳数大于1的,也可加速计算出测量路径。Specifically, the second path matrix is obtained by sorting more or less by the number of links through which the path passes. After the number of links is ranked in the front, it is possible to select the path hop count greater than 1, and accelerate the calculation of the measurement path.
S205、对第二路径矩阵中的路径进行正交序列化运算,以形成测量路径集。S205. Perform orthogonal serialization operations on the paths in the second path matrix to form a measurement path set.
具体地,首先将第二路径矩阵中的第一行元素加入测量路径集中,进而,使用Gram-Schmidt等方法,将第二路径矩阵中的第二行元素同当前测量路径 集进行正交序列化,如果正交不相关则将第二行加入测量路径集,再选择第三行与新的测量路径集进行类似正交计算,以此类推,直到找到等于要求链路性能的链路数为止,即当测量路径集对应的矩阵的秩不小于要求链路性能的链路个数时为止。Specifically, first, the first row element in the second path matrix is added to the measurement path set, and then, the second row element in the second path matrix is compared with the current measurement path by using a Gram-Schmidt method or the like. The set performs orthogonal serialization. If the orthogonality is not correlated, the second row is added to the measurement path set, and then the third row is selected to perform similar orthogonal calculation with the new measurement path set, and so on, until it finds the required link performance. The number of links is up, that is, when the rank of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance.
需要说明的是,求矩阵的秩为凹问题,需要转化求矩阵的迹,转化为凸问题求解。It should be noted that the rank of the matrix is a concave problem, and it is necessary to transform the trace of the matrix into a convex problem.
如果经过上述运算没有得到满足要求的测量路径集,则可以重新执行S201及后续步骤,即重新确定本次性能测量的测量类型,再基于新的测量类型来确定测量路径集。If the measurement path set that satisfies the requirement is not obtained through the above operation, S201 and subsequent steps may be re-executed, that is, the measurement type of the current performance measurement is re-determined, and the measurement path set is determined based on the new measurement type.
或者,如果经过上述运算没有得到满足要求的测量路径集,如果可部署新测量路径,则也可按照覆盖未覆盖的链路与测量路径集不相关的原则计算出少量测量路径来加入到测量路径集中。其中,这些少量新建的测量路径的部署,可应用静态标签交换路径(Label-Switched Path,简称LSP),段路由(Segment Routing)、静态IP路由等方法来构建,以达到覆盖某些特定链路的目的。Alternatively, if the measurement path set that satisfies the requirements is not obtained through the above operation, if a new measurement path can be deployed, a small number of measurement paths may be calculated according to the principle that the uncovered link is not related to the measurement path set to be added to the measurement path. concentrated. The deployment of the newly-built measurement paths can be implemented by using a Label-Switched Path (LSP), Segment Routing, or static IP routing to cover certain specific links. the goal of.
图8为本发明实施例提供的网络性能测量方法实施例六的交互流程图,如图8所示,上述第二种方法,即上述步骤S101的另一种实现方式包括:FIG. 8 is an interaction flowchart of Embodiment 6 of the network performance measurement method according to the embodiment of the present invention. As shown in FIG. 8, the foregoing second method, that is, another implementation manner of the foregoing step S101, includes:
S1014、根据性能测量目标,确定测量类型。S1014. Determine a measurement type according to a performance measurement target.
该步骤的具体实现方法可以参照上述S201步骤。For the specific implementation method of this step, reference may be made to the above step S201.
S1015、根据测量类型,确定约束模型以及目标模型。S1015. Determine a constraint model and a target model according to the type of measurement.
其中,约束模型包括:新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳(需要尽量经过包括原目在内的3个不同设备节点及以上)、测量路径数量不小于链路数、所有测量路径中的起始节点以及结束节点支持上述测量类型、测量路径中各节点的测量路径数均衡等。The constraint model includes: the newly-built measurement path covers all links, the metric hop of a single measurement path is not less than 1 hop (it needs to pass through three different device nodes including the original destination and above), and the number of measurement paths is not less than the link. The number, the start node and the end node in all measurement paths support the above measurement types, the measurement path number balance of each node in the measurement path, and the like.
目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the minimum total number of hops for all measurement paths.
S1016、根据约束模型以及目标模型,确定测量路径集。S1016. Determine a measurement path set according to the constraint model and the target model.
在种可选的方式中,测量分析服务器根据约束模型以及目标模型确定测量路径集时,可以使用梯度法、单纯型法、内点法、启发式方法等求解算法来确定测量路径集。In an alternative manner, when the measurement and analysis server determines the measurement path set according to the constraint model and the target model, the measurement path set may be determined by using a gradient algorithm, a simple method, an interior point method, a heuristic method, or the like.
需要说明的是,本发明实施例并不限于上述求解算法。 It should be noted that the embodiment of the present invention is not limited to the above solution algorithm.
以启发式方法为例,根据约束模型以及目标模型确定测量路径集的方法为:首先选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到所述结束节点之间的至少一条路径;其次,计算起始节点和结束节点之间的最短跳数路径;然后去掉不大于1跳的路径;进而,判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若满足,则将剩余路径加入测量路径集中。若不满足,则重新构建对应该起始节点和结束节点的测量路径,并使得测量路径覆盖所有链路,或者,随机选择测量路径,重新构建路径,如果新构建路径有目标优势,则将新路径纳入,去除对应的已有的测量路径,如此迭代直到找到最佳路径集,或满足迭代次数等终止条件为止。Taking the heuristic method as an example, the method for determining the measurement path set according to the constraint model and the target model is: first selecting a start node and an end node, and generating at least the start node to the end node according to the network topology information. a path; secondly, calculate the shortest hop path between the start node and the end node; then remove the path of no more than 1 hop; and further, determine whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance If yes, add the remaining path to the measurement path set. If not, rebuild the measurement path corresponding to the start node and the end node, and make the measurement path cover all links, or randomly select the measurement path, rebuild the path, if the new build path has a target advantage, it will be new Path inclusion, removing the corresponding existing measurement path, and iterating until the best path set is found, or the termination condition such as the number of iterations is satisfied.
另一种可选的实施方式中,如果针对一种测量类型,采用起始节点和结束节点为不同节点的方式不足以覆盖所有链路,即不足以达到性能测量目标,则可以新建环路测量路径方式。例如,当网络中只有一个测量节点时,就不能采用起始节点和结束节点为不同节点的方式来覆盖所有链路,在这种情况下,就可以使用新建环路测量路径方式。这种新建环路测量路径方法中,约束模型和目标模型,以及对应的求解方法均可以采用前述方法。优选可以使用实现更为简单的启发式方法。图9为环路测量路径示意图,以图9所示的环路为例,该方法具体为:首先选择可形成测量环路的节点,然后为各节点设计测量环路。其中,选择节点时也需要根据测量类型来选择,可以参照前述实施例。为各节点设计测量环路的具体过程为:In another optional implementation manner, if a starting node and an ending node are different nodes for a measurement type, which is insufficient to cover all links, that is, insufficient performance measurement targets, a new loop measurement may be performed. Path mode. For example, when there is only one measurement node in the network, it is impossible to cover all links by using the start node and the end node as different nodes. In this case, the new loop measurement path mode can be used. In the new loop measurement path method, the constraint model and the target model, and the corresponding solution methods can all adopt the foregoing methods. Preferably, a simpler heuristic method can be used. FIG. 9 is a schematic diagram of a loop measurement path. The loop shown in FIG. 9 is taken as an example. The method is specifically: first selecting a node that can form a measurement loop, and then designing a measurement loop for each node. Among them, when selecting a node, it is also necessary to select according to the type of measurement, and reference may be made to the foregoing embodiment. The specific process for designing a measurement loop for each node is:
(1)为每个节点计算经过3个不同节点的能组成一条连通的测量路径,并基于测量路径不重合原则尽量多地构建这类跳数少的环路。(1) Calculate a connected measurement path through three different nodes for each node, and construct such a loop with few hops as much as possible based on the principle of non-coincidence of measurement paths.
例如图9中,环路1不满足经过3个不同节点的条件,而环路2则满足经过3个不同节点的条件。For example, in Figure 9, loop 1 does not satisfy the condition of passing 3 different nodes, while loop 2 satisfies the condition of passing 3 different nodes.
(2)计算4个不同节点的能组成一条连通的测量路径,并基于测量路径不重合原则尽量多地构建这类跳数少的环路。(2) Calculate the connectivity of four different nodes to form a connected measurement path, and build as many loops with fewer hops based on the principle of non-coincidence of measurement paths.
(3)计算5个节点的能组成一条连通的E2E测量路径构建。以此类推,直到覆盖所有链路、各个节点对应的测量路径数和测量路径的最长跳数均衡,以及找到满足性能测量目标的测量路径集为止。(3) Calculate the construction of 5 nodes that can form a connected E2E measurement path. And so on, until all links, the number of measurement paths corresponding to each node, and the longest hop balance of the measurement path are covered, and the measurement path set that satisfies the performance measurement target is found.
其中,从上述环路中计算出测量路径的方法与前述确定测量路径的方法类似,此处不再赘述。 The method for calculating the measurement path from the foregoing loop is similar to the foregoing method for determining the measurement path, and details are not described herein again.
在上述实施例的基础上,本实施例涉及根据性能测量结果确定网络中链路的链路性能的方法,即,图10为本发明实施例提供的网络性能测量方法实施例七的交互流程图,如图10所示,上述步骤S108具体包括:On the basis of the foregoing embodiments, the present embodiment relates to a method for determining link performance of a link in a network according to a performance measurement result, that is, FIG. 10 is an interaction flowchart of Embodiment 7 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 10, the foregoing step S108 specifically includes:
S1081、根据性能测量结果,确定测量路径性能矩阵。S1081: Determine a measurement path performance matrix according to the performance measurement result.
S1082、根据测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵。S1082: Calculate a link performance matrix corresponding to the measurement path performance matrix according to the measurement path performance matrix and the path matrix.
其中,该链路性能矩阵中的元素值用于标识链路的性能。The element value in the link performance matrix is used to identify the performance of the link.
以下对起始节点与结束节点间性能矩阵以及链路性能矩阵进行解释:The performance matrix between the starting node and the ending node and the link performance matrix are explained below:
首先,测量路径性能矩阵为测量路径集中各测量路径的性能矩阵,当测量分析服务服务器从各测量路径的起始节点和结束节点获取到性能测量结果之后,就可以计算得出每条测量路径的性能,其中,每条测量路径的性能可以包括时延值、丢包率值以及抖动值,相应地,测量路径性能矩阵具体就可以包括:测量路径时延矩阵、测量路径丢包率矩阵以及测量路径抖动值矩阵等。假如使用X来表示测量路径性能矩阵,则测量路径时延矩阵可以使用Xd表示、测量路径丢包率矩阵可以使用Xl表示,测量路径抖动值矩阵可以使用Xj表示。假设测量路径集中包括n条测量路径,则上述几种测量路径性能矩阵的维数如表1所示。First, the measurement path performance matrix is a performance matrix of each measurement path in the measurement path set. After the measurement analysis service server obtains the performance measurement result from the start node and the end node of each measurement path, the measurement path of each measurement path can be calculated. Performance, wherein the performance of each measurement path may include a delay value, a packet loss rate value, and a jitter value. Accordingly, the measurement path performance matrix may specifically include: a measurement path delay matrix, a measurement path loss rate matrix, and a measurement Path jitter value matrix, etc. If X is used to represent the measurement path performance matrix, the measurement path delay matrix can be represented by X d , the measurement path loss rate matrix can be represented by X l , and the measurement path jitter value matrix can be represented by X j . Assuming that the measurement path set includes n measurement paths, the dimensions of the performance matrix of the above several measurement paths are as shown in Table 1.
表1Table 1
矩阵matrix 维数dimension
Xd X d n*1n*1
Xl X l n*1n*1
Xj X j n*1n*1
当测量分析服务器计算出各测量路径的性能值后,就可以将这些值写入X矩阵中。After the measurement and analysis server calculates the performance values of the measurement paths, these values can be written into the X matrix.
其次,链路性能矩阵表示网络中要求链路性能的链路的性能矩阵,链路性能矩阵具体可以包括:链路时延矩阵、链路传输丢包率矩阵、链路传输成功率矩阵以及链路抖动值矩阵等。假如使用Y来表示链路性能矩阵,则链路时延矩阵可以使用Yd表示,链路传输丢包率矩阵可以使用Yls表示,链路传输成功率矩阵可以使用Ysc表示,链路抖动值矩阵可以使用Yj表示。假设网络中要求链路性能的链路个数为m,则上述几种链路性能矩阵的维数如表2 所示。Secondly, the link performance matrix represents the performance matrix of the link in the network that requires link performance. The link performance matrix may specifically include: a link delay matrix, a link transmission loss rate matrix, a link transmission success rate matrix, and a chain. Road jitter value matrix, etc. If Y is used to represent the link performance matrix, the link delay matrix can be represented by Y d , the link transmission loss rate matrix can be represented by Y ls , and the link transmission success rate matrix can be represented by Y sc , link jitter The value matrix can be represented by Y j . Assume that the number of links in the network that require link performance is m. The dimensions of the above-mentioned several link performance matrices are shown in Table 2.
表2Table 2
矩阵matrix 维数dimension
Yd Y d m*1m*1
Yls Y ls m*1m*1
Ysc Y sc m*1m*1
Yj Y j m*1m*1
链路性能矩阵可以在测量分析服务器获取到网络拓扑信息之后就生成,所生成的矩阵中各元素的值为无效值,在上述步骤S1082中,再根据测量路径矩阵以及前述的路径矩阵来计算出链路性能矩阵中的各元素值,从而得到网络中要求链路性能的所有链路的性能值。假设上述路径矩阵为Z,则计算链路性能矩阵的具体方法为:The link performance matrix may be generated after the measurement analysis server obtains the network topology information, and the value of each element in the generated matrix is an invalid value. In the above step S1082, the calculation is performed according to the measurement path matrix and the path matrix. The value of each element in the link performance matrix, resulting in performance values for all links in the network that require link performance. Assuming that the path matrix is Z, the specific method for calculating the link performance matrix is:
基于测量路径时延矩阵Xd,结合最小化测量路径时延偏差和的目标min||Xd-ZYd||(2范数),链路时延大于0的约束(Yd>0),应用单纯型法、内点法等计算方法求解出Yd;再基于测量路径丢包率矩阵Xl,结合最小化测量路径丢包率偏差和的目标min||(1-Xl)-ZYsc||(2范数),Ysc>0,再应用单纯型法、内点法等计算方法求解出Ysc,通过1-Ysc得到链路丢包率;链路抖动值矩阵的计算方法,可以参照链路时延矩阵的方法。Based on the measurement path delay matrix X d , combined with the minimum deviation of the measurement path delay and the target min||X d -ZY d || (2 norm), the constraint of the link delay greater than 0 (Y d >0) Calculate Y d by using simple method, interior point method and other calculation methods; then based on measurement path loss rate matrix X l , combined with minimizing measurement path loss rate deviation and target min||(1-X l )- ZY sc ||(2 norm), Y sc >0, then use the simple method, interior point method and other calculation methods to solve Y sc , get the link loss rate through 1-Y sc ; link jitter value matrix For the calculation method, the method of the link delay matrix can be referred to.
经过上述计算,就可以获取到网络中要求链路性能的每条链路的性能。After the above calculations, the performance of each link in the network that requires link performance can be obtained.
另一实施例中,在上述步骤S1081之前,测量分析服务器还需要首先判断链路是否故障。In another embodiment, before the step S1081 described above, the measurement analysis server further needs to first determine whether the link is faulty.
即,测量分析服务器根据性能测量结果,判断测量路径集中是否存在故障链路,若是,则从测量路径集中删除经过故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入测量路径集中。That is, the measurement and analysis server determines whether there is a faulty link in the measurement path set according to the performance measurement result, and if so, deletes the path through the faulty link from the measurement path set, and selects a new one from the second path matrix by orthogonal serialization operation The path is added to the measurement path set.
优选地,测量分析服务器接收到所有测量路径的开始节点和结束节点所发送的测量结果之后,解析对应的结果,得到各测量路径的性能数据,如果存在丢包率等于100%或者时延大于预设阈值(例如1秒),则说明存在链路拥塞或链路故障,测量分析服务器根据性能数据识别出故障的测量路径,进而通过确定测量路径所经过的相同链路集来识别出链路拥塞或故障对象。Preferably, after the measurement analysis server receives the measurement results sent by the start node and the end node of all the measurement paths, the corresponding result is parsed, and the performance data of each measurement path is obtained, if the packet loss rate is equal to 100% or the delay is greater than the pre- If the threshold is set (for example, 1 second), it indicates that there is link congestion or link failure, and the measurement and analysis server identifies the faulty measurement path according to the performance data, and then identifies the link congestion by determining the same link set through which the measurement path passes. Or faulty object.
以图1中的节点及路径为例,假设测量分析服务器测量到D->C->E路径 的丢包率为100%,时延为1秒;A->C->E路径的丢包率为100%,时延为1秒;B->D->C路径丢包率为0%,时延为0.1毫秒;A->C->D路径的丢包率为0%,时延为0.1毫秒。则基于这条路径的性能数据,就可识别出C->E链路故障或链路严重拥塞。Taking the nodes and paths in Figure 1 as an example, assume that the measurement analysis server measures the D->C->E path. The packet loss rate is 100%, the delay is 1 second; the packet loss rate of the A->C->E path is 100%, the delay is 1 second; and the B->D->C path packet loss rate is 0%. The delay is 0.1 milliseconds; the packet loss rate of the A->C->D path is 0%, and the delay is 0.1 milliseconds. Based on the performance data of this path, it can be identified that the C->E link is faulty or the link is heavily congested.
在此基础上,测量分析服务器测量路径集中排除故障链路对应的测量路径,再按照前述的方法从第二路径矩阵中识别出正交不相关的测量路径加入测量路径集。进而针对新的测量路径集重新进行测量,或者针对新加入测量路径集的路径进行性能测量。On this basis, the measurement and analysis server measures the measurement path corresponding to the faulty link in the centralized path, and then identifies the orthogonal uncorrelated measurement path from the second path matrix to join the measurement path set according to the foregoing method. The measurement is then re-measured for the new set of measurement paths, or the performance is measured for the path newly added to the measurement path set.
图11为本发明实施例提供的网络性能测量方法实施例八的流程示意图,如图11所示,图3中S109步骤中根据网络中链路的链路性能,确定网络中业务的业务性能的一种可选的实施方式为:FIG. 11 is a schematic flowchart of Embodiment 8 of a network performance measurement method according to an embodiment of the present invention. As shown in FIG. 11 , in step S109 of FIG. 3, determining service performance of a service in a network according to link performance of a link in the network. An alternative implementation is:
S301、将路径矩阵与链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的时延值。S301. Multiply the path matrix by the link delay matrix, and use the element value in the matrix corresponding to the multiplication result as the delay value of the service corresponding to the corresponding row in the path matrix.
S302、将路径矩阵与链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的抖动值。S302. Multiply the path matrix by the matrix of the link jitter value, and use the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix.
S303、将路径矩阵与链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的传输成功率。S303. Multiply the path matrix by the link transmission success matrix, and use the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix.
S304、将数值1和路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为路径矩阵中对应行所对应的业务的丢包率。S304. Subtract the value 1 and the transmission success rate of the service corresponding to the corresponding row in the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
在前述实施例的基础上,进一步地,可以通过多次执行上述网络性能测量过程来预测网络中的链路和/或业务性能。Based on the foregoing embodiments, further, the link and/or service performance in the network can be predicted by performing the above network performance measurement process multiple times.
具体地,首先,多次执行上述网络性能测量,获取多个性能测量结果。优选地,可以周期性地执行上述网络性能测量。其次,待获取到多个性能测量结果之后,对多个性能测量结果进行分析,可选地,可以使用向量基、神经网络等方法进行分析,从而根据分析结果预测网络中的链路和/或业务性能。Specifically, first, the foregoing network performance measurement is performed multiple times to obtain a plurality of performance measurement results. Preferably, the above network performance measurement can be performed periodically. Secondly, after obtaining a plurality of performance measurement results, multiple performance measurement results are analyzed. Alternatively, a vector basis, a neural network, or the like may be used for analysis, thereby predicting links and/or links in the network according to the analysis results. Business performance.
另一实施例中,由于在实际运行过程中,网络中各节点的工作状态可能会发生改变,例如,某条业务路径中的某个节点出现故障,或者网络优化了业务路径,则网络中的业务路径就发生了变化。在这种情况下,就需要对上述的测量路径集进行更新。 In another embodiment, since the working state of each node in the network may change during the actual running process, for example, a node in a certain service path fails, or the network optimizes the service path, the network The business path has changed. In this case, it is necessary to update the above measurement path set.
具体地,测量分析服务器通过实时监控等方式来监测测量路径集对应的业务路径是否发生变化,如果确定业务路径发生变化,则判断变化后的测量路径集是否能够覆盖要求链路性能的链路,若是,则继续使用原有的测量路径集,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。其中,更新测量路径集时同样需要满足前述的测量路径集对应的矩阵的秩不小于要求链路性能的链路个数的原则。Specifically, the measurement and analysis server monitors whether the service path corresponding to the measurement path set changes by means of real-time monitoring, etc., if it is determined that the service path changes, it is determined whether the changed measurement path set can cover the link requiring the link performance. If yes, continue to use the original measurement path set. If not, update the measurement path set by using a new service path or a new service path in the network, and perform network performance measurement according to the updated measurement path set. The method of updating the measurement path set also needs to satisfy the principle that the rank of the matrix corresponding to the foregoing measurement path set is not less than the number of links requiring link performance.
在上述实施例的基础上,本实施例涉及起始节点进行网络性能测量的具体过程,即,图12为本发明实施例提供的网络性能测量方法实施例九的交互流程图,如图12所示,起始节点进行网络性能测量的具体过程为:On the basis of the foregoing embodiment, the embodiment relates to a specific process for the network performance measurement of the initiating node, that is, FIG. 12 is an interaction flowchart of Embodiment 9 of the network performance measurement method according to the embodiment of the present invention, as shown in FIG. The specific process of the network performance measurement of the starting node is as follows:
S1041、根据测量申请消息,构建测试报文。S1041: Construct a test message according to the measurement request message.
具体地,起始节点接收到测量申请消息之后,首先解析测量申请消息,进而,针对消息中的测量路径信息和对应的目的IP、下一跳等测试报文头特征信息等,构建测试报文。测试报文中可以加入时间戳。Specifically, after receiving the measurement request message, the initiating node first parses the measurement request message, and further constructs a test packet for the measurement path information in the message and the corresponding destination IP, the next hop, and other test packet header feature information. . A timestamp can be added to the test message.
S1042、发送上述测试报文。S1042: Send the test packet.
在上述实施例的基础上,本实施例涉及结束节点进行网络性能测量的具体过程,即,图13为本发明实施例提供的网络性能测量方法实施例十的交互流程图,如图13所示,结束节点进行网络性能测量的一种具体方法为:On the basis of the foregoing embodiment, the embodiment is related to the specific process of ending the network performance measurement by the node, that is, FIG. 13 is an interaction flowchart of the tenth embodiment of the network performance measurement method according to the embodiment of the present invention, as shown in FIG. A specific method for ending node performance measurement is:
S1051、接收测试报文。S1051: Receive a test message.
S1052、根据上述测试报文,计算网络性能,获取性能测量结果。S1052: Calculate network performance according to the foregoing test packet, and obtain performance measurement results.
结束节点接收到测试报文后,根据报文的接收时间等信息来计算时延、抖动值等性能结果。After receiving the test packet, the end node calculates performance results such as delay and jitter based on the information such as the receiving time of the packet.
S1053、发送上述性能测量结果。S1053. Send the foregoing performance measurement result.
具体地,结束节点将性能测量结果发送给分析服务器。Specifically, the end node sends the performance measurement result to the analysis server.
对于结束节点,除了上述的性能测量方法外,结束节点还可以不对接收到的测试报文进行分析,而是直接将接收的测试报文发送给测量分析服务器,由测量分析服务器统一进行分析来得到性能测量结果。另外,结束节点还可以分析出性能测量结果之后,将性能测量结果发送给开始节点,由开始节点统一发送给测量分析服务器。For the end node, in addition to the performance measurement method described above, the end node may not analyze the received test packet, but directly send the received test packet to the measurement analysis server, and the measurement analysis server uniformly analyzes the method. Performance measurement results. In addition, the end node may also analyze the performance measurement result, and send the performance measurement result to the start node, and the start node uniformly sends the measurement result to the measurement analysis server.
本领域普通技术人员可以理解:实现上述方法实施例的全部或部分步骤 可以通过程序指令相关的硬件来完成,前述的程序可以存储于一计算机可读取存储介质中,该程序在执行时,执行包括上述方法实施例的步骤;而前述的存储介质包括:ROM、RAM、磁碟或者光盘等各种可以存储程序代码的介质。One of ordinary skill in the art can understand that all or part of the steps of the above method embodiments are implemented. The foregoing program may be stored in a computer readable storage medium, and when executed, the program includes the steps of the foregoing method embodiment; and the foregoing storage medium includes: ROM, RAM A variety of media that can store program code, such as a disk or a disc.
图14为本发明实施例提供的网络性能测量装置实施例一的模块结构图,如图14所示,该装置包括:FIG. 14 is a block diagram of a first embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 14, the apparatus includes:
处理模块501,用于根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,该测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,该性能测量目标用于指定测量的目标和要求,网络中节点的测量能力信息至少包括网络中节点所支持的测量类型。The processing module 501 is configured to determine, according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, the measurement path set, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through At least one link in the network, the performance measurement target is used to specify the target and requirement of the measurement, and the measurement capability information of the node in the network includes at least the measurement type supported by the node in the network.
发送模块502,用于向测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,测量申请消息中至少包括测量对象,测量对象用于指定待测量路径的起始节点、结束节点以及测量路径标识。The sending module 502 is configured to separately send a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node of the path to be measured, and the end Node and measurement path ID.
接收模块503,用于接收起始节点或结束节点发送的性能测量结果。The receiving module 503 is configured to receive a performance measurement result sent by the starting node or the ending node.
处理模块501,还用于根据性能测量结果,确定网络中链路的链路性能。The processing module 501 is further configured to determine link performance of the link in the network according to the performance measurement result.
该装置用于实现前述的方法实施例,其实现原理和技术效果类似,此处不再赘述。The device is used to implement the foregoing method embodiments, and the implementation principle and technical effects are similar, and details are not described herein again.
图15为本发明实施例提供的网络性能测量装置实施例二的模块结构图,如图15所示,处理模块501包括:Figure 15 is a block diagram of a second embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in Figure 15, the processing module 501 includes:
获取单元5011,用于获取网络中的业务路径。The obtaining unit 5011 is configured to acquire a service path in the network.
生成单元5012,用于根据网络中的业务路径和网络拓扑信息,生成路径矩阵,该路径矩阵中的每一行表示网络中的一个业务。The generating unit 5012 is configured to generate a path matrix according to the service path and the network topology information in the network, where each row in the path matrix represents a service in the network.
第一确定单元5013,用于根据性能测量目标以及网络中节点的测量能力信息,从路径矩阵中确定出测量路径集,该测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。The first determining unit 5013 is configured to determine, according to the performance measurement target and the measurement capability information of the node in the network, the measurement path set, where the rank of the matrix corresponding to the measurement path set is not less than the link that requires the link performance. number.
另一实施例中,第一确定单元5013具体用于:In another embodiment, the first determining unit 5013 is specifically configured to:
根据性能测量目标,确定测量类型;根据网络中节点的测量能力信息,确定第一节点,该第一节点为不支持上述测量类型的节点;从路径矩阵中删除以第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;按照 第一路径矩阵中每条路径所包含的链路数量,对第一路径矩阵进行排序,以形成第二路径矩阵;对第二路径矩阵中的路径进行正交序列化运算,以形成测量路径集。Determining a measurement type according to the performance measurement target; determining, according to the measurement capability information of the node in the network, the first node, the first node being a node that does not support the measurement type; deleting the first node as a starting node from the path matrix or End the path of the node to form the first path matrix; The number of links included in each path in the first path matrix, sorting the first path matrix to form a second path matrix; performing orthogonal serialization operations on the paths in the second path matrix to form a measurement path set .
图16为本发明实施例提供的网络性能测量装置实施例三的模块结构图,如图16所示,处理模块501还包括:FIG. 16 is a block diagram of a third embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 16, the processing module 501 further includes:
第二确定单元5014,用于根据性能测量目标,确定测量类型。The second determining unit 5014 is configured to determine a measurement type according to the performance measurement target.
第三确定单元5015,用于根据测量类型,确定约束模型以及目标模型。The third determining unit 5015 is configured to determine the constraint model and the target model according to the measurement type.
第四确定单元5016,用于根据约束模型以及目标模型,使用求解算法确定测量路径集,其中,求解算法包括梯度法、单纯型法或内点法。The fourth determining unit 5016 is configured to determine a measurement path set according to the constraint model and the target model, where the solution algorithm includes a gradient method, a simple method, or an interior point method.
其中,上述约束模型至少包括:测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持上述测量类型。The foregoing constraint model includes at least: the number of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance, the new measurement path covers all links, the metric hop count of a single measurement path is not less than 1 hop, and the number of measurement paths Not less than the number of links, the starting node in the measurement path, and the ending node support the above measurement types.
上述目标模型至少包括:所有测量路径总跳数最少。The above target model includes at least: the total number of hops of all measurement paths is the smallest.
另一实施例中,上述求解算法还包括启发式方法;第四确定单元5016具体用于:In another embodiment, the above solution algorithm further includes a heuristic method; the fourth determining unit 5016 is specifically configured to:
选择起始节点以及结束节点,并根据网络拓扑信息生成起始节点到结束节点之间的多条路径,其中,起始节点和结束节点支持性能测量目标;计算起始节点和结束节点之间的最短跳数路径;删除跳数不大于1跳的路径;判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。Selecting a start node and an end node, and generating a plurality of paths between the start node and the end node according to the network topology information, wherein the start node and the end node support the performance measurement target; and calculating between the start node and the end node The shortest hop path; delete the path with the hop count not greater than 1 hop; determine whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance, and if so, adds the remaining path to the measurement path set.
图17为本发明实施例提供的网络性能测量装置实施例四的模块结构图,如图17所示,处理模块501还包括:FIG. 17 is a block diagram of a fourth embodiment of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 17, the processing module 501 further includes:
第五确定单元5017,用于根据性能测量结果,确定测量路径性能矩阵。The fifth determining unit 5017 is configured to determine a measurement path performance matrix according to the performance measurement result.
计算单元5018,用于根据测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,该链路性能矩阵中的元素值用于标识链路的性能。The calculating unit 5018 is configured to calculate, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where the element value in the link performance matrix is used to identify the performance of the link.
另一实施例中,处理模块501还用于:In another embodiment, the processing module 501 is further configured to:
根据性能测量结果,判断测量路径集中是否存在故障链路,若是,则从测量路径集中删除经过故障链路的路径,并使用正交序列化运算从第二路径 矩阵中选择新的路径加入测量路径集中。Determining whether there is a faulty link in the measurement path set according to the performance measurement result, and if so, deleting the path through the faulty link from the measurement path set, and using the orthogonal serialization operation from the second path Select a new path in the matrix to join the measurement path set.
另一实施例中,处理模块501还用于:根据网络中链路的链路性能,确定网络中业务的业务性能。In another embodiment, the processing module 501 is further configured to: determine service performance of services in the network according to link performance of links in the network.
图18为本发明实施例提供的网络性能测量装置实施例五的模块结构图,如图18所示,处理模块还包括:FIG. 18 is a block diagram showing a module structure of a network performance measuring apparatus according to Embodiment 5 of the present invention. As shown in FIG. 18, the processing module further includes:
第一相乘单元5019,用于将路径矩阵与链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的时延值。The first multiplying unit 5019 is configured to multiply the path matrix by the link delay matrix, and use the element value in the matrix corresponding to the multiplication result as the delay value of the service corresponding to the corresponding row in the path matrix.
第二相乘单元50110,用于将路径矩阵与链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的抖动值。The second multiplying unit 50110 is configured to multiply the path matrix by the matrix of the link jitter value, and use the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix.
第三相乘单元50111,用于将路径矩阵与链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为路径矩阵中对应行所对应的业务的传输成功率。The third multiplying unit 50111 is configured to multiply the path matrix by the link transmission success matrix, and use the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix.
相减单元50112,用于将数值1和路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为路径矩阵中对应行所对应的业务的丢包率。The subtraction unit 50112 is configured to subtract the transmission success rate of the service corresponding to the corresponding row in the value matrix and the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
另一实施例中,处理模块501还用于:In another embodiment, the processing module 501 is further configured to:
判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determining whether the service path in the network changes, and if so, determining whether the current measurement path set can cover the link requiring the link performance, and if not, updating the measurement path by using a new service path or a new service path in the network. Set and perform network performance measurements based on the updated set of measurement paths.
图19为本发明实施例提供的网络性能测量装置的实体框图,如图19所示,该装置包括:FIG. 19 is a physical block diagram of a network performance measurement apparatus according to an embodiment of the present invention. As shown in FIG. 19, the apparatus includes:
存储器601和处理器602。 Memory 601 and processor 602.
存储器601用于存储程序指令,处理器602用于调用存储器601中的程序指令,执行下述方法:The memory 601 is used to store program instructions, and the processor 602 is configured to call program instructions in the memory 601 to perform the following methods:
根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,该测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,该性能测量目标用于指定测量的目标和要求,该网络中节点的测量能力信息至少包括网络中节点所支持的测量类型。Determining a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one chain in the network. The performance measurement target is used to specify the target and requirement of the measurement. The measurement capability information of the node in the network includes at least the measurement type supported by the nodes in the network.
向测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申 请消息,测量申请消息中至少包括测量对象,测量对象用于指定待测量路径的起始节点、结束节点以及测量路径标识。Sending measurement reports to the start node and the end node of the path to be measured in the measurement path set The message, the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node, an end node, and a measurement path identifier of the path to be measured.
接收起始节点或结束节点发送的性能测量结果。Receive performance measurements sent by the originating node or ending node.
根据性能测量结果,确定网络中链路的链路性能。Determine the link performance of the links in the network based on the performance measurements.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
获取网络中的业务路径;Obtain the business path in the network;
根据网络中的业务路径和所述网络拓扑信息,生成路径矩阵,所述路径矩阵中的每一行表示网络中的一个业务;Generating a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。And determining, according to the performance measurement target and the measurement capability information of the node in the network, the measurement path set, where the rank of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
根据网络中节点的测量能力信息,确定第一节点,所述第一节点为不支持所述测量类型的节点;Determining, according to measurement capability information of the node in the network, the first node, where the first node is a node that does not support the measurement type;
从所述路径矩阵中删除以所述第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;Deleting a path with the first node as a start node or an end node from the path matrix to form a first path matrix;
按照所述第一路径矩阵中每条路径所包含的链路数量,对所述第一路径矩阵进行排序,以形成第二路径矩阵;Sorting the first path matrix according to the number of links included in each path in the first path matrix to form a second path matrix;
对所述第二路径矩阵中的路径进行正交序列化运算,以形成所述测量路径集。Performing an orthogonal serialization operation on the paths in the second path matrix to form the measurement path set.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
根据所述测量类型,确定约束模型以及目标模型;Determining a constraint model and a target model according to the measurement type;
根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,其中,所述求解算法包括梯度法、单纯型法或内点法;Determining, according to the constraint model and the target model, the measurement path set using a solution algorithm, wherein the solution algorithm comprises a gradient method, a simple method or an interior point method;
其中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型; The constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
进一步地,上述求解算法还包括启发式方法,相应地,处理器602还用于:Further, the above solution algorithm further includes a heuristic method, and correspondingly, the processor 602 is further configured to:
选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到所述结束节点之间的多条路径,其中,所述起始节点和所述结束节点支持所述性能测量目标;Selecting a start node and an end node, and generating a plurality of paths between the start node and the end node according to network topology information, where the start node and the end node support the performance measurement target;
计算所述起始节点和所述结束节点之间的最短跳数路径;Calculating a shortest hop path between the starting node and the ending node;
删除跳数不大于1跳的路径;Delete the path with no more than 1 hop.
判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。It is determined whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance, and if so, the remaining path is added to the measurement path set.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
根据所述性能测量结果,确定测量路径性能矩阵;Determining a measurement path performance matrix according to the performance measurement result;
根据所述测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,所述链路性能矩阵中的元素值用于标识链路的性能。And calculating, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where element values in the link performance matrix are used to identify the performance of the link.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
根据所述性能测量结果,判断所述测量路径集中是否存在故障链路,若是,则从所述测量路径集中删除经过所述故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入所述测量路径集中。Determining, according to the performance measurement result, whether there is a faulty link in the measurement path set, and if yes, deleting a path that passes through the faulty link from the measurement path set, and using an orthogonal serialization operation from the second path matrix Select a new path to join the measurement path set.
根据网络中链路的链路性能,确定网络中业务的业务性能。Determine the service performance of services in the network according to the link performance of the links in the network.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
将所述路径矩阵与所述链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的时延值;Multiplying the path matrix by the link delay matrix, and using an element value in a matrix corresponding to the multiplication result as a delay value of a service corresponding to the corresponding row in the path matrix;
将所述路径矩阵与所述链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的抖动值;Multiplying the path matrix by the matrix of the link jitter value, and using the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix;
将所述路径矩阵与所述链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的传输成功率;Multiplying the path matrix by the link transmission success rate matrix, and using the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix;
将数值1和所述路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为所述路径矩阵中对应行所对应的业务的丢包率。The value 1 is subtracted from the transmission success rate of the service corresponding to the corresponding row in the path matrix, and the subtraction result is used as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
进一步地,处理器602还用于:Further, the processor 602 is further configured to:
判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是 否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determine whether the service path in the network changes, and if so, determine whether the current measurement path set is Whether it can cover the link that requires link performance, if not, update the measurement path set by using a new service path or a new service path in the network, and perform network performance measurement according to the updated measurement path set.
图20为本发明实施例提供的网络节点实施例一的模块结构图,该网络节点可以是前述的起始节点或结束节点,如图20所示,该网络节点包括:FIG. 20 is a block diagram of a first embodiment of a network node according to an embodiment of the present invention. The network node may be the foregoing start node or end node. As shown in FIG. 20, the network node includes:
接收模块701,用于接收测量申请消息,该测量申请消息中至少包括测量对象。The receiving module 701 is configured to receive a measurement request message, where the measurement request message includes at least a measurement object.
处理模块702,用于根据上述测量申请消息,进行网络性能测量。The processing module 702 is configured to perform network performance measurement according to the foregoing measurement request message.
另一实施例中,处理模块702具体用于:In another embodiment, the processing module 702 is specifically configured to:
根据测量申请消息,构建测试报文;发送测试报文。According to the measurement request message, construct a test message; send a test message.
另一实施例中,处理模块702具体还用于:In another embodiment, the processing module 702 is further specifically configured to:
接收测试报文;根据测试报文,计算网络性能,获取性能测量结果;发送性能测量结果。Receive test packets; calculate network performance based on test packets, obtain performance measurement results; and send performance measurement results.
最后应说明的是:以上各实施例仅用以说明本发明的技术方案,而非对其限制;尽管参照前述各实施例对本发明进行了详细的说明,本领域的普通技术人员应当理解:其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分或者全部技术特征进行等同替换;而这些修改或者替换,并不使相应技术方案的本质脱离本发明各实施例技术方案的范围。 Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, and are not intended to be limiting; although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art will understand that The technical solutions described in the foregoing embodiments may be modified, or some or all of the technical features may be equivalently replaced; and the modifications or substitutions do not deviate from the technical solutions of the embodiments of the present invention. range.

Claims (21)

  1. 一种网络性能测量方法,其特征在于,包括:A network performance measurement method, comprising:
    根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,所述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,所述性能测量目标用于指定测量的目标和要求,所述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;Determining a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one of the networks. a link, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
    向所述测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,所述测量申请消息中至少包括测量对象,所述测量对象用于指定所述待测量路径的起始节点、结束节点以及测量路径标识;Sending a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node of the path to be measured End node and measurement path identifier;
    接收所述起始节点或所述结束节点发送的性能测量结果;Receiving performance measurement results sent by the starting node or the ending node;
    根据所述性能测量结果,确定网络中链路的链路性能。According to the performance measurement result, the link performance of the link in the network is determined.
  2. 根据权利要求1所述的方法,其特征在于,所述根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,包括:The method according to claim 1, wherein the determining the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network comprises:
    获取网络中的业务路径;Obtain the business path in the network;
    根据网络中的业务路径和所述网络拓扑信息,生成路径矩阵,所述路径矩阵中的每一行表示网络中的一个业务;Generating a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
    根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。And determining, according to the performance measurement target and the measurement capability information of the node in the network, the measurement path set, where the rank of the matrix corresponding to the measurement path set is not less than the number of links requiring link performance.
  3. 根据权利要求2所述的方法,其特征在于,所述根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,包括:The method according to claim 2, wherein the determining the measurement path set from the path matrix according to the performance measurement target and the measurement capability information of the node in the network comprises:
    根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
    根据网络中节点的测量能力信息,确定第一节点,所述第一节点为不支持所述测量类型的节点;Determining, according to measurement capability information of the node in the network, the first node, where the first node is a node that does not support the measurement type;
    从所述路径矩阵中删除以所述第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;Deleting a path with the first node as a start node or an end node from the path matrix to form a first path matrix;
    按照所述第一路径矩阵中每条路径所包含的链路数量,对所述第一路径矩阵进行排序,以形成第二路径矩阵; Sorting the first path matrix according to the number of links included in each path in the first path matrix to form a second path matrix;
    对所述第二路径矩阵中的路径进行正交序列化运算,以形成所述测量路径集。Performing an orthogonal serialization operation on the paths in the second path matrix to form the measurement path set.
  4. 根据权利要求1所述的方法,其特征在于,所述根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,包括:The method according to claim 1, wherein the determining the measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network comprises:
    根据所述性能测量目标,确定测量类型;Determining a measurement type according to the performance measurement target;
    根据所述测量类型,确定约束模型以及目标模型;Determining a constraint model and a target model according to the measurement type;
    根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,其中,所述求解算法包括梯度法、单纯型法或内点法;Determining, according to the constraint model and the target model, the measurement path set using a solution algorithm, wherein the solution algorithm comprises a gradient method, a simple method or an interior point method;
    其中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型;The constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
    所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
  5. 根据所述权利要求4所述的方法,其特征在于,所述求解算法还包括启发式方法;所述根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,包括:The method according to claim 4, wherein the solving algorithm further comprises a heuristic method; and determining the set of measurement paths using the solving algorithm according to the constraint model and the target model, comprising:
    选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到所述结束节点之间的多条路径,其中,所述起始节点和所述结束节点支持所述性能测量目标;Selecting a start node and an end node, and generating a plurality of paths between the start node and the end node according to network topology information, where the start node and the end node support the performance measurement target;
    计算所述起始节点和所述结束节点之间的最短跳数路径;Calculating a shortest hop path between the starting node and the ending node;
    删除跳数不大于1跳的路径;Delete the path with no more than 1 hop.
    判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。It is determined whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance, and if so, the remaining path is added to the measurement path set.
  6. 根据权利要求1-5任一项所述的方法,其特征在于,所述根据所述性能测量结果,确定网络中链路的链路性能,包括:The method according to any one of claims 1-5, wherein the determining the link performance of the link in the network according to the performance measurement result comprises:
    根据所述性能测量结果,确定测量路径性能矩阵;Determining a measurement path performance matrix according to the performance measurement result;
    根据所述测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,所述链路性能矩阵中的元素值用于标识链路的性能。And calculating, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where element values in the link performance matrix are used to identify the performance of the link.
  7. 根据权利要求6所述的方法,其特征在于,所述根据所述性能测量结果,确定测量路径性能矩阵之前,还包括: The method according to claim 6, wherein the determining, before determining the measurement path performance matrix according to the performance measurement result, further comprises:
    根据所述性能测量结果,判断所述测量路径集中是否存在故障链路,若是,则从所述测量路径集中删除经过所述故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入所述测量路径集中。Determining, according to the performance measurement result, whether there is a faulty link in the measurement path set, and if yes, deleting a path that passes through the faulty link from the measurement path set, and using an orthogonal serialization operation from the second path matrix Select a new path to join the measurement path set.
  8. 根据权利要求1所述的方法,其特征在于,还包括:The method of claim 1 further comprising:
    根据网络中链路的链路性能,确定网络中业务的业务性能。Determine the service performance of services in the network according to the link performance of the links in the network.
  9. 根据权利要求8所述的方法,其特征在于,所述根据网络中链路的链路性能,确定网络中业务的业务性能,包括:The method according to claim 8, wherein the determining the service performance of the service in the network according to the link performance of the link in the network comprises:
    将所述路径矩阵与所述链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的时延值;Multiplying the path matrix by the link delay matrix, and using an element value in a matrix corresponding to the multiplication result as a delay value of a service corresponding to the corresponding row in the path matrix;
    将所述路径矩阵与所述链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的抖动值;Multiplying the path matrix by the matrix of the link jitter value, and using the element value in the matrix corresponding to the multiplication result as the jitter value of the service corresponding to the corresponding row in the path matrix;
    将所述路径矩阵与所述链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的传输成功率;Multiplying the path matrix by the link transmission success rate matrix, and using the element value in the matrix corresponding to the multiplication result as the transmission success rate of the service corresponding to the corresponding row in the path matrix;
    将数值1和所述路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为所述路径矩阵中对应行所对应的业务的丢包率。The value 1 is subtracted from the transmission success rate of the service corresponding to the corresponding row in the path matrix, and the subtraction result is used as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  10. 根据权利要求1-9任一项所述的方法,其特征在于,还包括:The method of any of claims 1-9, further comprising:
    判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determining whether the service path in the network changes, and if so, determining whether the current measurement path set can cover the link requiring the link performance, and if not, updating the measurement path by using a new service path or a new service path in the network. Set and perform network performance measurements based on the updated set of measurement paths.
  11. 一种网络性能测量装置,其特征在于,包括:A network performance measuring device, comprising:
    处理模块,用于根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,所述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,所述性能测量目标用于指定测量的目标和要求,所述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;a processing module, configured to determine a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes At least one link in the network, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
    发送模块,用于向所述测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,所述测量申请消息中至少包括测量对象,所述测量对象用于指定所述待测量路径的起始节点、结束节点以及测量路径标识;a sending module, configured to send a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify the to-be-measured The start node, end node, and measurement path identifier of the path;
    接收模块,用于接收所述起始节点或所述结束节点发送的性能测量结果; a receiving module, configured to receive a performance measurement result sent by the starting node or the ending node;
    所述处理模块,还用于根据所述性能测量结果,确定网络中链路的链路性能。The processing module is further configured to determine link performance of a link in the network according to the performance measurement result.
  12. 根据权利要求11所述的装置,其特征在于,所述处理模块包括:The device according to claim 11, wherein the processing module comprises:
    获取单元,用于获取网络中的业务路径;An obtaining unit, configured to acquire a service path in the network;
    生成单元,用于根据网络中的业务路径和所述网络拓扑信息,生成路径矩阵,所述路径矩阵中的每一行表示网络中的一个业务;a generating unit, configured to generate a path matrix according to the service path in the network and the network topology information, where each row in the path matrix represents a service in the network;
    第一确定单元,用于根据所述性能测量目标以及网络中节点的测量能力信息,从所述路径矩阵中确定出测量路径集,所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数。a first determining unit, configured to determine, according to the performance measurement target and measurement capability information of a node in the network, a measurement path set from the path matrix, where a rank of a matrix corresponding to the measurement path set is not less than a required link performance The number of links.
  13. 根据权利要求12所述的装置,其特征在于,所述第一确定单元具体用于:The device according to claim 12, wherein the first determining unit is specifically configured to:
    根据所述性能测量目标,确定测量类型;根据网络中节点的测量能力信息,确定第一节点,所述第一节点为不支持所述测量类型的节点;从所述路径矩阵中删除以所述第一节点作为起始节点或结束节点的路径,以形成第一路径矩阵;按照所述第一路径矩阵中每条路径所包含的链路数量,对所述第一路径矩阵进行排序,以形成第二路径矩阵;对所述第二路径矩阵中的路径进行正交序列化运算,以形成所述测量路径集。Determining a measurement type according to the performance measurement target; determining, according to measurement capability information of a node in the network, the first node is a node that does not support the measurement type; deleting the path matrix from the The first node is used as a path of the start node or the end node to form a first path matrix; the first path matrix is sorted according to the number of links included in each path in the first path matrix to form a second path matrix; orthogonally serializing operations on the paths in the second path matrix to form the set of measurement paths.
  14. 根据权利要求11所述的装置,其特征在于,所述处理模块还包括:The device according to claim 11, wherein the processing module further comprises:
    第二确定单元,用于根据所述性能测量目标,确定测量类型;a second determining unit, configured to determine a measurement type according to the performance measurement target;
    第三确定单元,用于根据所述测量类型,确定约束模型以及目标模型;a third determining unit, configured to determine a constraint model and a target model according to the measurement type;
    第四确定单元,用于根据所述约束模型以及目标模型,使用求解算法确定所述测量路径集,其中,所述求解算法包括梯度法、单纯型法或内点法;a fourth determining unit, configured to determine, according to the constraint model and the target model, the measurement path set by using a solution algorithm, where the solution algorithm comprises a gradient method, a simple method or an interior point method;
    其中,所述约束模型至少包括:所述测量路径集对应的矩阵的秩不小于要求链路性能的链路个数、新建的测量路径覆盖所有链路、单条测量路径跳数不小于1跳、测量路径数量不小于链路数、测量路径中的起始节点以及结束节点支持所述测量类型;The constraint model includes: the rank of the matrix corresponding to the set of measurement paths is not less than the number of links requiring link performance, the new measurement path covers all links, and the hop count of a single measurement path is not less than 1 hop, The number of measurement paths is not less than the number of links, the start node in the measurement path, and the end node support the measurement type;
    所述目标模型至少包括:所有测量路径总跳数最少。The target model includes at least: the total number of hops of all measurement paths is the smallest.
  15. 根据权利要求14所述的装置,其特征在于,所述求解算法还包括启发式方法;所述第四确定单元具体用于:The apparatus according to claim 14, wherein the solving algorithm further comprises a heuristic method; the fourth determining unit is specifically configured to:
    选择起始节点以及结束节点,并根据网络拓扑信息生成所述起始节点到 所述结束节点之间的多条路径,其中,所述起始节点和所述结束节点支持所述性能测量目标;计算所述起始节点和所述结束节点之间的最短跳数路径;删除跳数不大于1跳的路径;判断剩余路径是否满足路径数不小于需要链路性能的链路数的条件,若是,则将剩余路径加入所述测量路径集中。Selecting a start node and an end node, and generating the start node according to network topology information to Ending a plurality of paths between the nodes, wherein the start node and the end node support the performance measurement target; calculating a shortest hop path between the start node and the end node; deleting A path with a hop count of no more than one hop; whether the remaining path satisfies the condition that the number of paths is not less than the number of links requiring link performance, and if so, adds the remaining path to the measurement path set.
  16. 根据权利要求11-15任一项所述的装置,其特征在于,所述处理模块还包括:The device according to any one of claims 11 to 15, wherein the processing module further comprises:
    第五确定单元,用于根据所述性能测量结果,确定测量路径性能矩阵;a fifth determining unit, configured to determine a measurement path performance matrix according to the performance measurement result;
    计算单元,用于根据所述测量路径性能矩阵以及路径矩阵,计算出测量路径性能矩阵所对应的链路性能矩阵,所述链路性能矩阵中的元素值用于标识链路的性能。And a calculating unit, configured to calculate, according to the measurement path performance matrix and the path matrix, a link performance matrix corresponding to the measurement path performance matrix, where the element value in the link performance matrix is used to identify the performance of the link.
  17. 根据权利要求16所述的装置,其特征在于,所述处理模块还用于:The device according to claim 16, wherein the processing module is further configured to:
    根据所述性能测量结果,判断所述测量路径集中是否存在故障链路,若是,则从所述测量路径集中删除经过所述故障链路的路径,并使用正交序列化运算从第二路径矩阵中选择新的路径加入所述测量路径集中。Determining, according to the performance measurement result, whether there is a faulty link in the measurement path set, and if yes, deleting a path that passes through the faulty link from the measurement path set, and using an orthogonal serialization operation from the second path matrix Select a new path to join the measurement path set.
  18. 根据权利要求11所述的装置,其特征在于,所述处理模块还用于:根据网络中链路的链路性能,确定网络中业务的业务性能。The apparatus according to claim 11, wherein the processing module is further configured to: determine a service performance of a service in the network according to a link performance of a link in the network.
  19. 根据权利要求18所述的装置,其特征在于,所述处理模块还包括:The device according to claim 18, wherein the processing module further comprises:
    第一相乘单元,用于将所述路径矩阵与所述链路时延矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的时延值;a first multiplying unit, configured to multiply the path matrix by the link delay matrix, and use an element value in a matrix corresponding to the multiplication result as a delay of a service corresponding to the corresponding row in the path matrix value;
    第二相乘单元,用于将所述路径矩阵与所述链路抖动值矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的抖动值;a second multiplying unit, configured to multiply the path matrix by the link dither value matrix, and use an element value in a matrix corresponding to the multiplication result as a jitter value of a service corresponding to a corresponding row in the path matrix ;
    第三相乘单元,用于将所述路径矩阵与所述链路传输成功率矩阵相乘,将相乘结果对应的矩阵中的元素值作为所述路径矩阵中对应行所对应的业务的传输成功率;a third multiplying unit, configured to multiply the path matrix by the link transmission success matrix, and use an element value in a matrix corresponding to the multiplication result as a transmission of a service corresponding to a corresponding row in the path matrix Success rate;
    相减单元,用于将数值1和所述路径矩阵中对应行所对应的业务的传输成功率相减,将相减结果作为所述路径矩阵中对应行所对应的业务的丢包率。The subtraction unit is configured to subtract the value 1 and the transmission success rate of the service corresponding to the corresponding row in the path matrix, and use the subtraction result as the packet loss rate of the service corresponding to the corresponding row in the path matrix.
  20. 根据权利要求11-19任一项所述的装置,其特征在于,所述处理模块还用于: The device according to any one of claims 11 to 19, wherein the processing module is further configured to:
    判断网络中的业务路径是否发生改变,若是,则判断当前测量路径集是否能够覆盖要求链路性能的链路,若否,则通过使用网络中的新的业务路径或者新建业务路径来更新测量路径集,并根据更新后的测量路径集进行网络性能测量。Determining whether the service path in the network changes, and if so, determining whether the current measurement path set can cover the link requiring the link performance, and if not, updating the measurement path by using a new service path or a new service path in the network. Set and perform network performance measurements based on the updated set of measurement paths.
  21. 一种网络性能测量装置,其特征在于,包括:A network performance measuring device, comprising:
    存储器和处理器;Memory and processor;
    所述存储器用于存储程序指令,所述处理器用于调用所述存储器中的程序指令,执行下述方法:The memory is configured to store program instructions, and the processor is configured to invoke program instructions in the memory to perform the following methods:
    根据性能测量目标、网络拓扑信息以及网络中节点的测量能力信息,确定测量路径集,其中,所述测量路径集中包括网络中的至少一条待测量路径,每条待测量路径经过网络中的至少一条链路,所述性能测量目标用于指定测量的目标和要求,所述网络中节点的测量能力信息至少包括网络中节点所支持的测量类型;Determining a measurement path set according to the performance measurement target, the network topology information, and the measurement capability information of the node in the network, where the measurement path set includes at least one path to be measured in the network, and each path to be measured passes through at least one of the networks. a link, the performance measurement target is used to specify a target and a requirement for measurement, and the measurement capability information of the node in the network includes at least a measurement type supported by a node in the network;
    向所述测量路径集中的待测量路径的起始节点以及结束节点分别发送测量申请消息,所述测量申请消息中至少包括测量对象,所述测量对象用于指定所述待测量路径的起始节点、结束节点以及测量路径标识;Sending a measurement request message to the start node and the end node of the path to be measured in the measurement path set, where the measurement request message includes at least a measurement object, and the measurement object is used to specify a start node of the path to be measured End node and measurement path identifier;
    接收所述起始节点或所述结束节点发送的性能测量结果;Receiving performance measurement results sent by the starting node or the ending node;
    根据所述性能测量结果,确定网络中链路的链路性能。 According to the performance measurement result, the link performance of the link in the network is determined.
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