CN110048869A - Resource allocation methods and system towards industrial time-sensitive software defined network - Google Patents

Resource allocation methods and system towards industrial time-sensitive software defined network Download PDF

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Publication number
CN110048869A
CN110048869A CN201810039330.XA CN201810039330A CN110048869A CN 110048869 A CN110048869 A CN 110048869A CN 201810039330 A CN201810039330 A CN 201810039330A CN 110048869 A CN110048869 A CN 110048869A
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network
time
resource allocation
real
internet resources
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刘金娣
李栋
俞雪婷
曾鹏
于海斌
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Shenyang Institute of Automation of CAS
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Shenyang Institute of Automation of CAS
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    • 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
    • H04L41/08Configuration management of networks or network elements
    • H04L41/0896Bandwidth or capacity management, i.e. automatically increasing or decreasing capacities
    • 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
    • H04L41/14Network analysis or design
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/04Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • 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
    • H04L43/16Threshold monitoring
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L47/00Traffic control in data switching networks
    • H04L47/10Flow control; Congestion control
    • H04L47/24Traffic characterised by specific attributes, e.g. priority or QoS

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Data Mining & Analysis (AREA)
  • Environmental & Geological Engineering (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The present invention provides resource allocation methods and system towards industrial time-sensitive software defined network.Network resource allocation method and system proposed by the present invention are for the different QoS requirements of multiple business type in supporting industry SDN network, which mainly includes Network Expert Systems, network state analysis, network resource planning and resource allocation execution module.Resource allocation methods proposed by the present invention are a kind of secondary resource distribution mechanisms, Internet resources pieces different for different types of traffic assignments first, then it is lined up according to the different priorities of same line of business stream and distributes transmission time window, this method can ensure different types of business can normal transmission, while meeting the QoS of survice demand of similar high priority.By means of the present invention and system, it can be the Internet resources of industrial time-sensitive network optimal scheme, meet the QoS demand of different application, improve the real-time and resource utilization of network.

Description

Resource allocation methods and system towards industrial time-sensitive software defined network
Technical field
The present invention relates to industrial network resource management fields, are in particular a kind of fixed towards industrial time-sensitive software The resource allocation methods and system of adopted network.
Background technique
Traditional industrial network uses fixed resource allocation model, i.e., all business demands are on the same physical network It realizes, this results in the utilization rate of resource low and the not flexible problem of network.With the continuous development of information and communication technology (ICT), industry Network is more and more open, and the type of service of the network carrying is more and more, and traditional resource allocation mode is difficult to adapt to new network Demand.
The appearance of software defined network (Software Defined Network, SDN) is the flexible of improvement manufacture system Property provide new thinking, SDN separates data forwarding plane and network control planes, is patrolled by executing specific network-control It collects and carrys out dynamic restructuring network, the virtualization technology based on SDN makes Internet resources distribution more convenient flexible.
Manufacture system needs stringent service quality (QoS) that could operate normally, because of most numerical control in manufacture system System to time-sensitive, service transmission path, transmission queue, transmission time window can all influence network transfer delay, therefore close The distribution Internet resources of reason can satisfy the different QoS requirements of network service.Therefore need to propose a kind of real-time Internet resources Distribution system guarantees QoS requirement.
Summary of the invention
In view of the above deficiencies, this hair proposes a kind of resource allocation methods towards industrial time-sensitive software defined network And system, the system utilize the centralized feature of SDN framework, realize the distribution management of the whole network unified resource, this method passes through second level Resource allocation mechanism improves network flexibility and network utilization, while ensure that the requirement of real-time of industrial network.
Present invention technical solution used for the above purpose is: towards industrial time-sensitive software defined network Resource allocation methods, comprising the following steps:
Network Expert Systems module, the real-time network status information collected by southbound interface, establishes network global state View simultaneously saves;
Nework analysis module analyzes network global state view, and establishes network state model, obtains network-like State changing rule is used for planning network resource piece scheme;
Network resource planning module distributes different Internet resources pieces for different service types, constitutes network configuration scheme;
Resource allocation execution module executes network configuration scheme by the southbound interface of SDN framework.
The real-time network status information includes:
Network topological information: the connectivity relationship of equipment room;
Network state information: the network delay of data platform, bandwidth;
Device status information: the ability of equipment in network, device address, device identification, interface identifier.
The network global state view information includes:
Network topological information: the connectivity relationship of equipment room;
Network state information: the network delay of data platform, bandwidth;
Device status information: the ability of equipment in network, device address, device identification, interface identifier.
The nework analysis module executes following steps:
The network global state view information that network state monitoring module in set period of time is exported by training, is learned The process practise, modeled obtains the state model of network in this time;The state model reacts network state in this time Changing rule;The input data of network topology, time delay, bandwidth, equipment state as modeling process;Network model is used as and modeled The output data of journey.
The network state changing rule indicates the variation of real-time network status information in setting time.
The network resource planning module executes following steps:
Generate Internet resources piece scheme: the network of the network model setting different business obtained according to nework analysis module provides Source piece scheme;The Internet resources piece is Internet resources set needed for completing a certain business, including equipment, link, bandwidth, is connect Mouthful;
Level-one resource allocation: being that each type of service distributes different Internet resources pieces according to type of service, i.e., for new Business first judges the type of service of business, selects its corresponding Internet resources piece according to the type of service;
Secondary resource distribution: according to service priority, in the distribution queue of selected Internet resources on piece setting network With transmission time window, network configuration scheme is constituted.
The type of service includes real time business, approximate real time business, non-real-time service;When the maximum of the real time business Prolong no more than 10ms;For approximate real time service delay between 10ms-100ms, other are non-real-time service.
Network status monitoring module real time monitoring network state, when certain value of information in real-time network status information exceeds threshold When value, then real-time network status information is sent to nework analysis module, learns to obtain network state model again through training, And then update Internet resources piece scheme.
Resource allocation system towards industrial time-sensitive software defined network, comprising:
Network Expert Systems module establishes network global state for the real-time network status information that southbound interface is collected View simultaneously saves;
Nework analysis module for analyzing network global state view, and establishes network state model, obtains net Network state change rule, is used for planning network resource piece scheme;
Network resource planning module constitutes network configuration for distributing different Internet resources pieces for different service types Scheme;
Resource allocation execution module, for executing network configuration scheme by the southbound interface of SDN framework.
The present invention has the following advantages and beneficial effects:
1. the present invention can carry out unified configuration management to industrial network equipment, the flexibility of network is improved, improves network The utilization rate of resource.
2. the present invention realizes secondary resource point by virtualizing network resources piece, queue assignment, time window distribution mechanism Match, better meets the different QoS requirements of different business.
3. secondary distribution mechanism of the invention is substantially a kind of closed-loop control system, the variation of network state real-time update will Internet resources distribution mechanism is constantly influenced, so that Internet resources allocation plan is flexibly reasonable.
Detailed description of the invention
Fig. 1 is the industrial network architecture diagram of the invention based on SDN;
Fig. 2 is resource allocation system block diagram of the invention;
Fig. 3 is network state modeling and primary network station resource allocation function flow diagram of the invention;
Fig. 4 is the information flow diagram of network state modeling and primary network station resource allocation process of the invention;
Fig. 5 is closed-loop resource allocation method flow diagram of the invention;
Fig. 6 is the virtual schematic diagram of mechanism of Internet resources of the invention;
Fig. 7 is secondary resource allocation flow functional block diagram of the invention;
Fig. 8 is flow chart of the method for the present invention.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and embodiments.
The present invention proposes a kind of resource allocation methods and system towards industrial time-sensitive software defined network, the system It is that a global managing and control system is taken out in the application layer on SDN control plane, architecture is as shown in Figure 1.The control System mainly includes network monitoring module, nework analysis module, network planning mould for Internet resources unified distribution functional module Block, Internet resources distribute execution module.The APP function that application layer mainly includes has stream scheduling, Multipath Transmission, intrusion detection, superfluous Remaining mechanism etc..The function that SDN control platform is mainly realized includes Topology Discovery, routing management, bandwidth allocation, fault management, i.e. Plug-and-play etc..SDN data platform mainly includes the programmable switch for supporting software definition, defines data forwarding rule by flow table Then.
Resource allocation system figure in the present invention is as shown in Fig. 2, include Network Expert Systems module, Internet resources distribution system The module establishes network global state view by southbound interface real-time collecting network state information in system.Network state analysis Module refers to that the network state view obtained to the Network Expert Systems stage is analyzed, establishes network state model, describes net Network state change rule is pre-configured for predicting network state and further realizing network.Network resource planning module, the module The demand for analyzing applied business, the network state model information planning network resource obtained using the previous stage, passes through the overall situation Unified planning, configuration center network control logic meet the QoS demand of different application.Resource allocation execution module, network money Source distribution system executes the network configuration scheme of network resource planning stage acquisition by the southbound interface of SDN framework.
A kind of resource allocation system towards industrial time-sensitive software defined network, comprising:
Network Expert Systems module, the module passes through southbound interface real-time collecting network state in network resource distribution system Information establishes network global state view.
Establish the process of view: SDN controller passes through a packet-out message to all interchangers being attached thereto Send LLDP (Link Layer Discovery Protocol, Link Layer Discovery Protocol) data packet, the information order interchanger LLDP data packet is sent to all of the port, once interchanger receives packet-out message, he will be LLDP data packet The equipment being attached thereto is sent to by its all port.Neighboring switch will execute accordingly automatically after receiving the message Flow stream searching operation, because being used to handle LLDP message there is no special flow entry in interchanger, it will pass through one Packet-in message delivers a packet to controller.And controller is after receiving packet-in message, can to data packet into Row analysis is simultaneously creating the linkage record between 2 interchangers in the link discovery table that it is saved.Other interchangers in network It all adopts and sends packet-in message to controller in a like fashion, therefore controller can create complete network topology View.Data structure as defined in LLDP agreement can carry network state view information, these information are stored under normal conditions In the respective switch of data platform, the present invention answers these information and network topology structure by SDN controller and its upper layer With in the Network Expert Systems module for being uniformly saved in global managing and control system.
Network state view information includes:
Network topological information: the connectivity relationship of equipment room.
Network state information: the network delay of data platform, bandwidth.
Device status information: (ability of equipment refers to the peak transfer rate of equipment, equipment belt to the ability of equipment in network Width, processing delay etc.), device address, device identification, interface identifier.
Network state analysis module refers to that the network state view obtained to the Network Expert Systems stage is analyzed, builds Vertical network state model, describes network state changing rule, is used for planning network resource piece scheme.
The network global state view information that network state monitoring module in set period of time is exported by training, is learned The process practise, modeled obtains the state model of network in this time;The network model reacts network state in this time Changing rule;The input data of network topology, time delay, bandwidth, equipment state as modeling process;With network delay, bandwidth, industry Output data of the relevant network model of service type as modeling process.
Network resource planning module, the network state model which obtains according to network state analysis module, for difference Type of service distributes different Internet resources piece schemes, and the process is as shown in Figure 3, Figure 4.After new service request reaches, point Type of service is analysed, different Internet resources pieces is selected, to meet the QoS demand of different application.The program depends on network analysis The Internet resources allocation plan of network state model three kinds of business pre-planned of module output.Planning basis is according to one Network state changing rule in the section time, i.e. discovery interior same type business this period pass through the node in Internet resources piece And link, the bandwidth and interface of distribution can smoothly complete, and guarantee is also obtained in real-time.When having in equipment fault or link It has no progeny, just re-establishes network model.
Resource allocation execution module, network resource distribution system execute Internet resources rule by the southbound interface of SDN framework The network configuration scheme that the stage of drawing obtains.
The network state view information of the Network Expert Systems module collection includes:
Network topological information: the connectivity relationship of equipment room.
Network state information: the network delay of data platform, bandwidth.
Device status information: (ability of equipment refers to the peak transfer rate of equipment, equipment belt to the ability of equipment in network Width, processing delay etc.), device address, device identification, interface identifier.
The network state analysis module master modeling method to be used includes machine learning and time series modeling.
Input: network state view information
Output: network state model
Establishment process: input information pass through existing modeling method, by study, training, tectonic model and etc. acquisition Export result.
There is the network resource planning module two-stage to plan that ability, the first order are different service types according to type of service Different Internet resources pieces is selected, the second level is different Business Stream distribution queue and transmission time window according to service priority Mouthful.Internet resources piece is defined as Internet resources set needed for completing a certain business, such as equipment, link, bandwidth, interface.
Internet resources piece allocation plan in the first order resource planning mainly realized by network virtualization technology, the Secondary resource distribution is realized by configuring flow table.The virtualization technology of this patent meaning is by SDN controller by Internet resources It is distributed into mutual independent resource collection in logic, resource granularity can be from device level, link level to interface level.
The type of service includes three classes, is respectively: real time business, approximate real time business, non-real-time service.In this patent Provide that the maximum delay of real time business is not more than 10ms;For approximate real time service delay between 10ms-100ms, other are non-reality When business, the business is to time delay without particular/special requirement.
The service priority is set as level Four, is from 0 to 3 respectively, 0 grade of highest, 3 grades minimum.Priority refers to the mutually same trade The processing sequence of service type (as being all real time business).
The resource allocation execution module is mainly realized by way of issuing flow table.
Resource allocation methods in the present invention are a closed loop control process, the processing flow schematic diagram of all kinds of business datums As shown in Figure 5.By taking real-time business request as an example, interchanger sends real-time business request to controller, and controller analyzes real-time industry The specific QoS demand of business mainly includes delay requirement, priority and bandwidth etc.;And Internet resources rule are sent by analysis result It draws in module, the current network state models coupling business demand which establishes according to nework analysis module first calculates Optimal network resource collection, constitutes Internet resources piece, and resource execution module utilizes virtualization technology Configuration network resource, is issued to Network controller, and be network controlled device and rule is issued in the interactive device of data platform.The variation of network state is reversed Network state information and network modelling are influenced, and then continuously improves Internet resources allocation plan.
Resource allocation methods in the present invention are a secondary resource distribution methods, used in level-one resource allocation methods Virtualization technology schematic diagram is as shown in Figure 6.Industrial network type of service is divided into three classes, is respectively: real-time service, approximation are real When business, non-real-time service.The QoS demand of different types of service is different, and corresponding primary network station allocation plan is also different, such as Real time business is higher to the delay requirement of network, therefore need to distribute more available links for the type of service, to improve network Corresponding speed, and then reduce business processing time delay.The real-time of approximate real time business is not very strong, but portfolio is larger, because This needs to distribute more transmission bandwidths, to ensure the reliable transmission of mass data.Non-real-time service is mainly to network state Monitoring data, it is not high to real-time and reliability requirement, there is no need to consider too many constraint condition, according to network modelling shape State distributes reasonable resource set.
The secondary resource distribution method proposed in the present invention, wherein second level distribution mechanism is difference according to service priority Business Stream distribute the transmission time window of reasonable routed path, queue queue and queue, second level assigning process schematic diagram As shown in Figure 7.The data priority considered in the resource allocation mechanism of the second level is 4 grades, is 0 grade of highest from 0 to 3 respectively, 3 grades It is minimum.Same type of business obtains Internet resources piece by first order resource allocation, then according to priority height in the money Source on piece plans transmission path, and then queue queue is configured in the associated switch in the path, the transmission time of high priority Window is larger or the transmission window frequency of occurrences is higher, and the cable service of high prioritized data stream, second level configuration machine are realized with this System is issued by controller updates flow table realization.
As shown in figure 8, a kind of resource allocation side towards industrial time-sensitive software defined network proposed by the invention Method comprising the following specific steps
Step 1: after thering is new service request to be sent to network resource distribution system, analyzing type of service and business first Priority;
Step 2: network resource planning module selects the Internet resources piece scheme of this business according to type of service, completes level-one Resource allocation;
Step 3: net is arranged in selected Internet resources on piece then according to service priority in network resource planning module The transmission queue of network and time window complete secondary resource distribution;
Step 4: resource allocation execution module realizes Internet resources secondary distribution scheme by issuing flow table;
Step 5: such business carries out data transmission according to Internet resources allocation plan in data plane;
Step 6: network status monitoring module real time monitoring network state, when discovery network in certain equipment be abnormal, Such as equipment fault, link down then triggers network resource planning module, planning network model and generates Internet resources again Piece.
The above is only several embodiments of the application, not does any type of limitation to the application, although this Shen Please disclosed as above with preferred embodiment, however not to limit the application, any person skilled in the art is not taking off In the range of technical scheme, a little variation or modification are made using the technology contents of the disclosure above and is equal to Case study on implementation is imitated, is belonged in technical proposal scope.

Claims (9)

1. the resource allocation methods towards industrial time-sensitive software defined network, it is characterised in that the following steps are included:
Network Expert Systems module, the real-time network status information collected by southbound interface, establishes network global state view And it saves;
Nework analysis module analyzes network global state view, and establishes network state model, obtains network state change Law is used for planning network resource piece scheme;
Network resource planning module distributes different Internet resources pieces for different service types, constitutes network configuration scheme;
Resource allocation execution module executes network configuration scheme by the southbound interface of SDN framework.
2. the resource allocation methods according to claim 1 towards industrial time-sensitive software defined network, feature exist In the real-time network status information includes:
Network topological information: the connectivity relationship of equipment room;
Network state information: the network delay of data platform, bandwidth;
Device status information: the ability of equipment in network, device address, device identification, interface identifier.
3. the resource allocation methods according to claim 1 towards industrial time-sensitive software defined network, feature exist In the network global state view information includes:
Network topological information: the connectivity relationship of equipment room;
Network state information: the network delay of data platform, bandwidth;
Device status information: the ability of equipment in network, device address, device identification, interface identifier.
4. a kind of resource allocation methods towards industrial time-sensitive software defined network according to claim 1, special Sign is that the nework analysis module executes following steps:
The network global state view information that network state monitoring module in set period of time is exported by training, learns, builds The process of mould obtains the state model of network in this time;The state model reacts the variation rule of network state in this time Rule;The input data of network topology, time delay, bandwidth, equipment state as modeling process;Network model is as the defeated of modeling process Data out.
5. the resource allocation methods according to claim 4 towards industrial time-sensitive software defined network, feature exist In the network state changing rule indicates the variation of real-time network status information in setting time.
6. the resource allocation methods according to claim 1 towards industrial time-sensitive software defined network, feature exist In the network resource planning module executes following steps:
Generate Internet resources piece scheme: according to the Internet resources piece for the network model setting different business that nework analysis module obtains Scheme;The Internet resources piece is Internet resources set needed for completing a certain business, including equipment, link, bandwidth, interface;
Level-one resource allocation: being that each type of service distributes different Internet resources pieces according to type of service, i.e., for new business, The type of service for first judging business selects its corresponding Internet resources piece according to the type of service;
Secondary resource distribution: according to service priority, in the distribution queue and biography of selected Internet resources on piece setting network Defeated time window constitutes network configuration scheme.
7. the resource allocation system according to claim 6 towards industrial time-sensitive software defined network, feature exist In the type of service includes real time business, approximate real time business, non-real-time service;The maximum delay of the real time business is not Greater than 10ms;For approximate real time service delay between 10ms-100ms, other are non-real-time service.
8. the resource allocation system according to claim 1 towards industrial time-sensitive software defined network, feature exist In, network status monitoring module real time monitoring network state, when certain value of information in real-time network status information exceeds threshold value, Real-time network status information is then sent to nework analysis module, learns to obtain network state model again through training, in turn Update Internet resources piece scheme.
9. the resource allocation system towards industrial time-sensitive software defined network, characterized by comprising:
Network Expert Systems module establishes network global state view for the real-time network status information that southbound interface is collected And it saves;
Nework analysis module for analyzing network global state view, and is established network state model, is obtained network-like State changing rule is used for planning network resource piece scheme;
Network resource planning module constitutes network configuration scheme for distributing different Internet resources pieces for different service types;
Resource allocation execution module, for executing network configuration scheme by the southbound interface of SDN framework.
CN201810039330.XA 2018-01-16 2018-01-16 Resource allocation methods and system towards industrial time-sensitive software defined network Pending CN110048869A (en)

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