CN117376113A - Network performance guarantee method, network management device, network device and storage medium - Google Patents

Network performance guarantee method, network management device, network device and storage medium Download PDF

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Publication number
CN117376113A
CN117376113A CN202210762865.6A CN202210762865A CN117376113A CN 117376113 A CN117376113 A CN 117376113A CN 202210762865 A CN202210762865 A CN 202210762865A CN 117376113 A CN117376113 A CN 117376113A
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network
guarantee
intention
performance
network performance
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叶国斌
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ZTE Corp
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ZTE Corp
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Priority to CN202210762865.6A priority Critical patent/CN117376113A/en
Priority to PCT/CN2023/072147 priority patent/WO2024001164A1/en
Publication of CN117376113A publication Critical patent/CN117376113A/en
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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
    • H04L41/0803Configuration setting

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computer And Data Communications (AREA)
  • Data Exchanges In Wide-Area Networks (AREA)

Abstract

The embodiment of the invention provides a network performance guarantee method, network management equipment, network equipment and storage media, wherein the method comprises the following steps of: acquiring semantic information input by a user; analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information; and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention. The method aims at improving the flexibility of network parameter configuration so as to ensure the network performance according to the requirement of service scenes on the network performance.

Description

Network performance guarantee method, network management device, network device and storage medium
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a network performance guaranteeing method, a network management device, a network device, and a storage medium.
Background
With the continuous development and popularization of network technology, networks are beginning to develop toward automation and intelligence, and the concept of network is intended to be created. Traditional networks rely on specific policy enforcement directives, whereas intended networks generate corresponding enforcement directives based on the business intents that the user wishes to reach. The existing intention network mainly focuses on the routing configuration of different nodes in a core network, but cannot accurately configure network indexes according to specific service scene requirements. There is insufficient flexibility and is not able to cope with the demands of different traffic scenarios on network performance.
Disclosure of Invention
The invention provides a network performance guarantee method, equipment and a storage medium, which are used for obtaining a first network guarantee intention through analyzing semantic information input by a user, and issuing the first network guarantee intention to network equipment after the accuracy of the first network guarantee intention is checked, so that the network equipment configures network parameters based on the first network guarantee intention, the flexibility of network parameter configuration is improved, and the network performance is guaranteed according to the service scene requirement.
In a first aspect, an embodiment of the present invention provides a network performance guarantee method, applied to a network management device, where the method includes:
acquiring semantic information input by a user;
analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information;
and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention.
In a second aspect, an embodiment of the present invention further provides a network performance guarantee method, applied to a network device, where the method includes:
determining network performance intention based on first network guarantee intention, wherein the first network guarantee intention is obtained after analysis and accuracy verification of semantic information input by a user by network management equipment;
and configuring network parameters based on the network performance intention, and guaranteeing network performance based on the network parameters.
In a third aspect, an embodiment of the present invention further provides a network management device, where the network management device includes a processor, a memory, a computer program stored on the memory and executable by the processor, and a data bus for implementing connection communication between the processor and the memory, where the computer program, when executed by the processor, implements the steps of the network performance guarantee method as described in the first aspect above.
In a fourth aspect, an embodiment of the present invention further provides a network device, where the network device includes a processor, a memory, a computer program stored on the memory and executable by the processor, and a data bus for implementing a connection communication between the processor and the memory, where the computer program, when executed by the processor, implements the steps of the network performance guarantee method as described in the second aspect above.
In a fifth aspect, embodiments of the present invention also provide a storage medium for computer-readable storage, where the storage medium stores one or more programs executable by one or more processors to implement the steps of the network performance guarantee method as described above.
The embodiment of the invention provides a network performance guarantee method, network management equipment, network equipment and storage media, and the network performance guarantee method provided by the embodiment of the invention comprises the following steps when applied to the network management equipment: acquiring semantic information input by a user; analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information; and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention. The first network guarantee intention is obtained by analyzing semantic information input by a user, and after the accuracy of the first network guarantee intention passes the verification, the first network guarantee intention is issued to the network equipment, so that the network equipment configures network parameters based on the first network guarantee intention, the flexibility of network parameter configuration is improved, and the network performance is guaranteed according to the service scene requirement.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a schematic block diagram of a system to which a network performance guarantee method according to an embodiment of the present invention is applied;
FIG. 2 is a schematic diagram of an implementation flow of a network performance guarantee method according to an embodiment of the present invention;
FIG. 3 is a flowchart illustrating a network performance guarantee method according to another embodiment of the present invention;
FIG. 4 is a schematic diagram of an interaction flow of a network performance guarantee method according to an embodiment of the present invention;
fig. 5 is a schematic block diagram of a network management device provided by an embodiment of the present invention;
fig. 6 is a schematic block diagram of a network device provided by an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and fully with reference to the accompanying drawings, in which it is evident that the embodiments described are some, but not all embodiments of the invention. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
The flow diagrams depicted in the figures are merely illustrative and not necessarily all of the elements and operations/steps are included or performed in the order described. For example, some operations/steps may be further divided, combined, or partially combined, so that the order of actual execution may be changed according to actual situations.
It is to be understood that the terminology used in the description of the invention herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the invention. As used in this specification and the appended claims, the singular forms "a," "an," and "the" are intended to include the plural forms as well, unless the context clearly indicates otherwise.
The embodiment of the invention provides a network performance guarantee method, network management equipment, network equipment and a storage medium. The network performance guarantee method can be applied to network management equipment or network equipment. Specifically, the network management device is configured to determine a network security intention required by a user according to semantic information input by the user, and further issue the network security intention required by the user to each network device, so that each network device generates a network performance intention based on the network security intention required by the user, and performs network performance security on each network device meeting a current service scene based on the network performance intention, so as to flexibly control configuration of network parameters based on the semantic information input by the user, and enable each network device to provide stable and rapid network security for the current service scene.
The network performance guarantee method can be applied to the network management equipment or the network equipment, and can also be applied to a network performance guarantee system comprising the network management equipment and the network equipment.
Specifically, the network management device may be an intelligent device with data processing capability, or may be a computer device, such as a server or a terminal device, configured to analyze semantic information input by a user, so as to extract a preset number of first network security intents from the semantic information, further perform accuracy verification on the extracted first network security intents, and after the verification is passed, issue the first network security intents to the network device, so as to determine a network performance intent based on the first semantic information by the network device, configure network parameters based on the determined network performance intents, and further implement network performance guarantee based on the configured network parameters.
The network device may be various devices having application running functions, such as a handheld terminal, a personal digital device, a pad, a personal computer, etc.
Some embodiments of the invention are described in detail below with reference to the accompanying drawings. The following embodiments and features of the embodiments may be combined with each other without conflict.
Referring to fig. 1, fig. 1 is a schematic block diagram of a system to which a network performance guarantee method according to an embodiment of the present invention is applicable.
As shown in fig. 1, the network performance guarantee method provided by the embodiment of the present invention is applicable to a network performance guarantee system 100 including a network management device 102 and at least one network device 104.
As shown in fig. 1, in the present embodiment, the network management device 102 is exemplified by a server, and the network device 104 is exemplified by a terminal device. Wherein the network management device 102 and the at least one network device 104 may be connected via a network. The network management device 102 may provide a semantic information input function to obtain semantic information input by a user. The semantic information includes voice information or text information, and may also be image information or the like. Specifically, the network management device 102 may acquire semantic information input by a user, analyze the acquired semantic information, and extract a preset number of first network security intents from the acquired semantic information; and further, the accuracy of the first network guarantee intention is checked, and after the check is passed, the first network guarantee intention is issued to the network equipment. According to the semantic information input by the user, the network guarantee intention required by the user is determined, and network parameter configuration can be carried out by the network equipment according to the network guarantee intention required by the user. The network parameter configuration is controlled according to the semantic information of the user, and the flexibility of the network parameter configuration is improved.
The network device 104 determines the network performance intention based on the network guarantee intention issued by the network management device 102, so as to configure the network parameters based on the network performance intention, and further realize the network performance guarantee based on the configured network parameters. Flexibility of network parameter configuration is achieved.
Next, each step of the network performance guarantee method provided by the embodiment of the present invention will be described in detail from the perspective of the network management device and the perspective of the network device, respectively.
It should be understood that, in practical application, the network performance guarantee method provided by the present invention includes, but is not limited to, application in the application environment shown in fig. 1. For example, implementation may also be performed by only the network management device or the network device.
Referring to fig. 2, fig. 2 is a schematic diagram illustrating an implementation flow of a network performance guarantee method according to an embodiment of the invention. The network performance guarantee method can be implemented by the network management device shown in fig. 1. In particular, the implementation may be performed by hardware or software of a network management device.
As shown in fig. 2, the network performance management method includes steps S201 to S203. The details are as follows:
s201, semantic information input by a user is acquired.
Wherein, the semantic information can be voice information, text information or image information, etc. Specifically, the user may input voice information, text information, or image information based on a preset interface. The semantic information comprises network guarantee purposes expected to be achieved by a user to a service scene to be guaranteed, and the network guarantee purposes can be understood as network guarantee intention. For example, the semantic information input by the user is text information including: and a secondary network guarantee for opening tremble sound to spring state in tomorrow.
It should be understood that, in the implementation, if the semantic information input by the user is voice information or image information, the voice information or image information may be recognized and converted into text information, so as to analyze the text information for the warranty intention information of the event to be warranted. And voice information or image information analysis can be directly carried out to obtain the guarantee intention information of the event to be guaranteed. By collecting the semantic information input by the user, on the basis of no need of changing the original interface of the application program performance guarantee equipment, the semantic information input by the user is collected quickly and accurately by setting the input mode supporting various voice information, so that the user can realize the guarantee target which the user wants to reach based on the semantic information input by the user only by inputting the event to be guaranteed and the guarantee target which the user wants to reach, and the flexibility and convenience of event guarantee are realized.
S202, analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information.
In an embodiment, analyzing semantic information input by a user, extracting a preset number of first network security intents from the semantic information, including: and extracting key information in semantic information input by a user, and matching the first network guarantee intention based on the key information.
Wherein the preset number of first network provisioning intents includes any combination of service area scope and service name with at least one of execution time, performance level of provisioning, and operation type.
For example, the semantic information used for input is a secondary network guarantee that tomorrow turns on trembling to the state. The semantic information is analyzed, and the service area range is spring state, service name is tremble sound guarantee, execution time is tomorrow, performance guarantee level is second level, and operation type is opening guarantee can be extracted from the semantic information. Specifically, the state of the service area range, the sound trembling guarantee of the service name and the tomorrow of the execution time can be used as the first network guarantee intention, and the state of the service area range, the sound trembling guarantee of the service name and the tomorrow of the execution time, the second level of the performance guarantee level and the operation type opening guarantee can be used as the first network guarantee intention. Or the second level of the service area range spring, the service name tremble guarantee and the performance guarantee level can be used as a first network guarantee intention and the like. Specifically, the composition of the preset number of first network security intents is not specifically limited, and may be defined as five elements, four elements, three elements, or the like according to the difference of the first network security intention inclusion elements, and is not specifically limited. It should be understood that the first network security intention may be understood as a network security effect or an intention effect that the user desires to achieve.
In specific implementation, key information in semantic information input by a user can be extracted through a machine learning model which is trained in advance, and the extracted key information is matched with a preset network guarantee intention to obtain a first network guarantee intention. The pre-trained machine learning model may be a natural language processing model (Natural Language Processing, NLP) of various types, and the architecture and training process of the model are not limited in any way.
S203, performing accuracy verification on the first network guarantee intention, and after the verification is passed, issuing the first network guarantee intention to network equipment to instruct the network equipment to determine a network performance intention based on the first network guarantee intention, and configuring network parameters based on the network performance intention.
In an embodiment, the verifying the accuracy of the first network security intention includes: matching the first network guarantee intention with a preset second network guarantee intention; if the first network guarantee intention is matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention passes; if the first network guarantee intention is not matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention is not passed.
Wherein the second network security intention is a network security intention set in advance based on a security effect required by the user, which may include five elements of security intention, four elements of security intention, three elements of security intention, or the like. The method can be flexibly set according to the actual guarantee effect to be achieved, and is not limited in any way.
It should be understood that when the first network security intention is not matched with the second network security intention, it is stated that the network intention obtained by semantic recognition of the user is different from the preset desired security effect, at this time, editing operations such as filling, deleting or modifying the first network security intention can be performed by means of the preset semantic relationship network, so that the edited first network security intention meets the preset desired security effect.
In a specific implementation, after determining that the accuracy test of the first network security intention does not pass if the first network security intention does not match the second network security intention, the method further includes: editing the first network guarantee intention based on a preset semantic relation network to obtain other part of network guarantee intents in the second network guarantee intention.
The preset semantic relation network comprises, but is not limited to, a knowledge graph network and other networks comprising entity structures, layers and causal relations among entities.
It should be understood that editing the first network security intent based on the preset semantic relationship network may include, but is not limited to, adding network security intent to the first network security intent, deleting network security intent, modifying network security intent, and the like.
In addition, in order to further improve the network security intention to be closer to the intended effect expected to be achieved by the user, collision detection can be performed on the first network security intention. In an implementation, before issuing the first network provisioning intention to the network device, it may include: and carrying out intention conflict detection on the first network guarantee intention, and generating conflict intention prompt information if the first network guarantee intention contains the conflict intention.
Specifically, whether a conflicting network guarantee intention exists or not may be determined by comparing the first network guarantee intention with an existing network guarantee intention, and if so, it is determined that the first network guarantee intention includes the conflicting intention.
In addition, the first network security intention can be displayed through a preset interface so as to prompt a user to confirm the first network security intention based on the preset interface, so that the accuracy of the first network security intention is effectively improved, and when conflicting network security intentions occur, whether the user needs to forcedly issue the conflicting network security intentions, whether the user selects to modify the network security intentions, and the like are prompted. The network security intention issued is improved to be closer to the network intention effect which the user wants to achieve, so that the network security effect achieves the expected effect.
As can be seen from the above analysis, the network performance guarantee method provided by the embodiment of the present invention, when applied to a network management device, includes: acquiring semantic information input by a user; analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information; and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention. The first network guarantee intention is obtained by analyzing semantic information input by a user, and after the accuracy of the first network guarantee intention passes the verification, the first network guarantee intention is issued to the network equipment, so that the network equipment configures network parameters based on the first network guarantee intention, the flexibility of network parameter configuration is improved, and the network performance is guaranteed according to the service scene requirement.
Referring to fig. 3, fig. 3 is a flowchart illustrating an implementation of a network performance guarantee method according to another embodiment of the present invention. This embodiment is implemented by the network device of fig. 1. In particular, it may be implemented by hardware or software execution of a network device. The details are as follows:
s301, determining network performance intention based on first network guarantee intention, wherein the first network guarantee intention is obtained after analysis and accuracy verification of semantic information input by a user by network management equipment.
In an embodiment, determining a network performance intent based on a first network provisioning intent includes: the network performance intent is determined based on a mapping relationship between the preconfigured network guarantee intent and the network performance intent.
S302, network parameters are configured based on network performance intention, and network performance is guaranteed based on the network parameters.
In an embodiment, configuring network parameters based on the network performance intent comprises: a network parameter range selected based on network performance intent; and dynamically configuring network parameters corresponding to the network equipment according to the network parameter range.
The network parameter range includes, but is not limited to, a network throughput range, a network delay range, a range of differences from a reference network parameter, and the like.
It should be understood that after network performance is guaranteed by configuring network parameters based on network performance intention, network performance of the network device may be obtained, and the obtained network performance parameters may be sent to the network management device, so that the network management device determines a guarantee effect on the network based on the network performance parameters, and further, network guarantee intention adjustment may be performed in time according to the guarantee effect.
Specifically, the network management device may collect and periodically monitor network performance parameters of each network device, perform network security validity analysis based on the network performance parameters, and display an analysis result through a preset interface, so that a user knows a management effect on network performance.
As can be seen from the above analysis, the network performance guarantee method provided by the embodiment of the present invention, when applied to a network device, includes: acquiring semantic information input by a user; determining a network performance intention based on a first network guarantee intention, configuring network parameters based on the network performance intention, and guaranteeing network performance based on the network parameters; the network management equipment analyzes semantic information input by a user, extracts a preset number of first network guarantee intents from the semantic information, performs accuracy verification on the first network guarantee intents, and issues the first network guarantee intents to the network equipment after the verification is passed. The first network guarantee intention is obtained by analyzing semantic information input by a user, and after the accuracy of the first network guarantee intention passes the verification, the first network guarantee intention is issued to the network equipment, so that the network equipment configures network parameters based on the first network guarantee intention, the flexibility of network parameter configuration is improved, and the network performance is guaranteed according to the service scene requirement.
Referring to fig. 4, fig. 4 is an interactive flow chart of a network performance guarantee method according to an embodiment of the present invention. Specifically, the network performance guarantee method provided by this embodiment may be interactively implemented by the network management device and the network device shown in fig. 1. The details are as follows:
s41, the network management equipment acquires semantic information input by a user.
S42, the network management equipment analyzes the semantic information, and a preset number of first network guarantee intents are extracted from the semantic information.
S43, the network management equipment performs accuracy check on the first network guarantee intention.
And S44, after the verification is passed, the network management equipment issues the first network guarantee intention to the network equipment.
And S45, the network equipment determines network performance intention based on the first network guarantee intention.
S46, the network device configures the network parameters based on the network performance intention.
Specifically, the specific implementation process of each step may refer to the specific implementation process of the corresponding step in fig. 2 or fig. 3, which is not described herein.
As can be seen from the above analysis, in the network performance guarantee method provided by the embodiment of the present application, the first network guarantee intention is obtained by analyzing the semantic information input by the user, and after the accuracy of the first network guarantee intention is checked, the first network guarantee intention is issued to the network device, so that the network device configures the network parameters based on the first network guarantee intention, thereby improving the flexibility of network parameter configuration, and realizing the guarantee of the network performance according to the service scene requirements.
The network performance guarantee method provided by the present invention is described in detail above with reference to fig. 1 to 4, and the network management device and the network device provided according to the present invention will be described below with reference to the accompanying drawings.
Referring to fig. 5, fig. 5 is a schematic block diagram of a network management device according to an embodiment of the present invention.
As shown in fig. 5, the network management device 102 includes a processor 501, a memory 502, a communication interface 503, and a bus 504. The processor 501, the memory 502, and the communication interface 503 communicate via the bus 504, or may communicate via other means such as wireless transmission. The memory 502 stores executable program code and the processor 501 may invoke the program code stored in the memory 502 to execute the network performance guarantee method in the method embodiment shown in fig. 2 described above. That is, the network performance guarantee method shown in fig. 2 described above may be implemented by the processor 501 in the network management device shown in fig. 5 invoking the execution of the program code stored in the memory 502.
It should be appreciated that in embodiments of the present invention, the processor 501 may be a central processing unit CPU, the processor 501 may also be other general purpose processors, digital signal processors (digital signal processor, DSP), application specific integrated circuits (application specific integrated circuit, ASIC), field programmable gate arrays (field programmable gate array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or the like. A general purpose processor may be a microprocessor or any conventional processor or the like.
The memory 502 may include read only memory and random access memory and provide instructions and data to the processor 501. Memory 502 may also include non-volatile random access memory. For example, the memory 502 may also store data sets.
The memory 502 may be volatile memory or nonvolatile memory, or may include both volatile and nonvolatile memory. The nonvolatile memory may be a read-only memory (ROM), a Programmable ROM (PROM), an Erasable PROM (EPROM), an electrically Erasable EPROM (EEPROM), or a flash memory. The volatile memory may be random access memory (random access memory, RAM) which acts as an external cache. By way of example, and not limitation, many forms of RAM are available, such as Static RAM (SRAM), dynamic Random Access Memory (DRAM), synchronous Dynamic Random Access Memory (SDRAM), double data rate synchronous dynamic random access memory (DDR SDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), and direct memory bus RAM (DR RAM).
The bus 504 may include a power bus, a control bus, a status signal bus, and the like in addition to a data bus. But for clarity of illustration, the various buses are labeled as bus 504 in the figures.
It should be understood that the network management device 102 according to the embodiment of the present invention corresponds to a corresponding main body in performing the method shown in fig. 2 in the embodiment of the present invention, and is not described herein for brevity. Illustratively, a computer program stored on the memory 502 and executable by the processor 501 in the network management device 102, when executed by the processor 501, performs the steps of:
acquiring semantic information input by a user;
analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information;
and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention.
In an embodiment, the analyzing the semantic information and extracting a preset number of first network security intents from the semantic information include:
and extracting key information in the semantic information, and matching the first network guarantee intention based on the key information.
In an embodiment, the predetermined number of first network guarantees are intended to include any combination of a service area scope and a service name with at least one of an execution time, a performance guarantee level, and an operation type.
In an embodiment, the verifying the accuracy of the first network security intention includes:
matching the first network guarantee intention with a preset second network guarantee intention;
if the first network guarantee intention is matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention passes;
and if the first network guarantee intention is not matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention is not passed.
In an embodiment, after determining that the accuracy test of the first network security intention passes if the first network security intention does not match the second network security intention, the method further includes:
if the first network guarantee intention contains part of the network guarantee intents in the second network guarantee intention, analyzing the semantic information based on a preset semantic relation network to obtain other parts of the network guarantee intents in the second network guarantee intention.
In an embodiment, before issuing the first network security intention to a network device, the method further includes:
and carrying out intention conflict detection on the first network guarantee intention, and if the first network guarantee intention contains the conflict intention, generating conflict intention prompt information.
It should be understood that the specific implementation process of each step may refer to the specific implementation process of each step in the embodiment of fig. 2, which is not described herein.
Referring to fig. 6, fig. 6 is a schematic block diagram of a network device according to an embodiment of the present invention.
As shown in fig. 6, the network device 104 includes a processor 501, a memory 502, a communication interface 503, and a bus 504. The processor 501, the memory 502, and the communication interface 503 communicate via the bus 504, or may communicate via other means such as wireless transmission. The memory 502 stores executable program code and the processor 501 may invoke the program code stored in the memory 502 to execute the network performance guarantee method in the method embodiment shown in fig. 3 described above. That is, the network performance guarantee method shown in fig. 3 described above may be implemented by the processor 501 in the network device shown in fig. 6 invoking execution of the program code stored in the memory 502.
It should be appreciated that in embodiments of the present invention, the processor 501 may be a central processing unit CPU, the processor 501 may also be other general purpose processors, digital signal processors (digital signal processor, DSP), application specific integrated circuits (application specific integrated circuit, ASIC), field programmable gate arrays (field programmable gate array, FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, or the like. A general purpose processor may be a microprocessor or any conventional processor or the like.
The memory 502 may include read only memory and random access memory and provide instructions and data to the processor 501. Memory 502 may also include non-volatile random access memory. For example, the memory 502 may also store data sets.
The memory 502 may be volatile memory or nonvolatile memory, or may include both volatile and nonvolatile memory. The nonvolatile memory may be a read-only memory (ROM), a Programmable ROM (PROM), an Erasable PROM (EPROM), an electrically Erasable EPROM (EEPROM), or a flash memory. The volatile memory may be random access memory (random access memory, RAM) which acts as an external cache. By way of example, and not limitation, many forms of RAM are available, such as Static RAM (SRAM), dynamic Random Access Memory (DRAM), synchronous Dynamic Random Access Memory (SDRAM), double data rate synchronous dynamic random access memory (DDR SDRAM), enhanced SDRAM (ESDRAM), synchronous Link DRAM (SLDRAM), and direct memory bus RAM (DR RAM).
The bus 504 may include a power bus, a control bus, a status signal bus, and the like in addition to a data bus. But for clarity of illustration, the various buses are labeled as bus 504 in the figures.
It should be understood that the network device 104 according to the embodiment of the present invention corresponds to a corresponding main body in performing the method shown in fig. 3 according to the embodiment of the present invention, and is not described herein for brevity. Illustratively, a computer program stored on the memory 502 in the network device 104 and executable by the processor 501, when executed by the processor 501, performs the steps of:
determining network performance intention based on first network guarantee intention, wherein the first network guarantee intention is obtained after analysis and accuracy verification of semantic information input by a user by network management equipment;
and configuring network parameters based on the network performance intention, and guaranteeing network performance based on the network parameters.
In an embodiment, the determining the network performance intent based on the first network provisioning intent includes:
the network performance intent is determined based on a mapping relationship between a preconfigured network guarantee intent and a network performance intent.
In an embodiment, the configuring network parameters based on the network performance intent includes:
selecting a network parameter range based on the network performance intent;
and dynamically configuring the network parameters according to the network parameter range.
It should be understood that the specific implementation process of each step may refer to the specific implementation process of each step shown in fig. 3, which is not described herein.
In addition, the invention also provides a computer readable storage medium, the computer readable storage medium stores a computer program, the computer program includes program instructions, and the processor executes the program instructions to implement the steps of the network performance guarantee method provided by the embodiments of the invention.
Those of ordinary skill in the art will appreciate that all or some of the steps, systems, functional modules/units in the apparatus, and methods disclosed above may be implemented as software, firmware, hardware, and suitable combinations thereof. In a hardware embodiment, the division between the functional modules/units mentioned in the above description does not necessarily correspond to the division of physical components; for example, one physical component may have multiple functions, or one function or step may be performed cooperatively by several physical components. Some or all of the physical components may be implemented as software executed by a processor, such as a central processing unit, digital signal processor, or microprocessor, or as hardware, or as an integrated circuit, such as an application specific integrated circuit. Such software may be distributed on computer readable media, which may include computer storage media (or non-transitory media) and communication media (or transitory media). The term computer storage media includes both volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data, as known to those skilled in the art. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital Versatile Disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium which can be used to store the desired information and which can be accessed by a computer. Furthermore, as is well known to those of ordinary skill in the art, communication media typically embodies computer readable instructions, data structures, program modules or other data in a modulated data signal such as a carrier wave or other transport mechanism and includes any information delivery media.
It should be understood that the term "and/or" as used in the present specification and the appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes such combinations. It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or system that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or system. Without further limitation, an element defined by the phrase "comprising one … …" does not exclude the presence of other like elements in a process, method, article, or system that comprises the element.
The foregoing embodiment numbers of the present invention are merely for the purpose of description, and do not represent the advantages or disadvantages of the embodiments. While the invention has been described with reference to certain preferred embodiments, it will be understood by those skilled in the art that various changes and substitutions may be made therein without departing from the spirit and scope of the invention as defined by the appended claims. Therefore, the protection scope of the invention is subject to the protection scope of the claims.

Claims (12)

1. A network performance guarantee method, applied to a network management device, the method comprising:
acquiring semantic information input by a user;
analyzing the semantic information, and extracting a preset number of first network guarantee intents from the semantic information;
and after the verification is passed, the first network guarantee intention is issued to network equipment to instruct the network equipment to determine network performance intention based on the first network guarantee intention, and network parameters are configured based on the network performance intention.
2. The network performance guarantee method according to claim 1, wherein the analyzing the semantic information and extracting a preset number of first network security intents from the semantic information include:
and extracting key information in the semantic information, and matching the first network guarantee intention based on the key information.
3. The network performance guarantee method of claim 1, wherein the preset number of first network guarantee intents includes any combination of a service area range and a service name with at least one of an execution time, a performance guarantee level, and an operation type.
4. The network performance guarantee method according to claim 3, wherein the verifying the accuracy of the first network security intention includes:
matching the first network guarantee intention with a preset second network guarantee intention;
if the first network guarantee intention is matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention passes;
and if the first network guarantee intention is not matched with the second network guarantee intention, determining that the accuracy test of the first network guarantee intention is not passed.
5. The network performance guarantee method of claim 4, further comprising, after the determining that the accuracy test for the first network guarantee intention does not pass if the first network guarantee intention does not match the second network guarantee intention:
editing the semantic information based on a preset semantic relation network to obtain the second network guarantee intention.
6. The network performance guarantee method of claim 1, further comprising, prior to issuing the first network security intent to a network device:
and carrying out intention conflict detection on the first network guarantee intention, and if the first network guarantee intention contains the conflict intention, generating conflict intention prompt information.
7. A network performance guarantee method, applied to a network device, the method comprising:
determining network performance intention based on first network guarantee intention, wherein the first network guarantee intention is obtained after analysis and accuracy verification of semantic information input by a user by network management equipment;
and configuring network parameters based on the network performance intention, and guaranteeing network performance based on the network parameters.
8. The network performance guarantee method of claim 7, wherein the determining the network performance intention based on the first network guarantee intention comprises:
the network performance intent is determined based on a mapping relationship between a preconfigured network guarantee intent and a network performance intent.
9. The network performance guarantee method of claim 7, wherein the configuring network parameters based on the network performance intent comprises:
selecting a network parameter range based on the network performance intent;
and dynamically configuring the network parameters according to the network parameter range.
10. A network management device comprising a processor, a memory, a computer program stored on the memory and executable by the processor, and a data bus for enabling a connection communication between the processor and the memory, wherein the computer program, when executed by the processor, implements the steps of the network performance guarantee method according to any of claims 1 to 6.
11. A network device comprising a processor, a memory, a computer program stored on the memory and executable by the processor, and a data bus for enabling a connection communication between the processor and the memory, wherein the computer program, when executed by the processor, implements the steps of the network performance guarantee method according to any of claims 7 to 9.
12. A storage medium for computer-readable storage, wherein the storage medium stores one or more programs executable by one or more processors to implement the steps of the network performance guarantee method of any one of claims 1 to 6; alternatively, the one or more programs may be executed by one or more processors to implement the steps of the network performance guarantee method of any one of claims 7 to 9.
CN202210762865.6A 2022-06-30 2022-06-30 Network performance guarantee method, network management device, network device and storage medium Pending CN117376113A (en)

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US10841182B2 (en) * 2019-03-29 2020-11-17 Juniper Networks, Inc. Supporting near real time service level agreements
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CN114531334A (en) * 2020-11-04 2022-05-24 南京中兴新软件有限责任公司 Intention processing method and device, electronic equipment and readable storage medium
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