CN117750407A - Intent-based telecommunication network management method and device - Google Patents
Intent-based telecommunication network management method and device Download PDFInfo
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Abstract
The embodiment of the invention provides a method and a device for managing a telecommunication network based on intention. The method comprises the following steps: acquiring four-tuple information in the MML intention of the input man-machine command language; and the scheduling object command sequence generator generates an atomic command sequence set corresponding to the four-tuple information, and synchronizes configuration data corresponding to the atomic command sequence set to a target network element to execute the MML intention. According to the invention, the corresponding object sequence command generator is scheduled based on the input intention to generate the atomic command sequence set, so that the intention is executed according to the atomic command sequence set, and the user is not required to input a complex MML command in the process, so that the problems of trivial, complex and inconvenient use of the MML command for managing the configuration information in the related technology can be solved, and the effect of improving the management efficiency of managing the configuration information is achieved.
Description
Technical Field
The embodiment of the invention relates to the field of telecommunication wireless network management, in particular to a method and a device for managing a telecommunication network based on intention.
Background
Within telecommunications network management, the southbound interface and northbound interface often use human machine command language (Man Manual Language, MML) as the management interface between operators and equipment suppliers. In these two interfaces, configuration information is often managed by using an operator+configuration object+ (attribute, attribute value) to manage configuration objects. In network management such as 4G/5G, since wireless services are abundant, configuration information of various functions is large, and MML commands for managing the configuration information become cumbersome and complicated, and are difficult to use.
Disclosure of Invention
The embodiment of the invention provides a method and a device for managing a telecommunication network based on intention, which at least solve the problems of trivial, complex and inconvenient use of MML commands for managing configuration information in the related technology.
According to one embodiment of the present invention, there is provided an intent-based telecommunications network management method including: acquiring four-tuple information in the MML intention of the input man-machine command language; and the scheduling object command sequence generator generates an atomic command sequence set corresponding to the four-tuple information, and synchronizes configuration data corresponding to the atomic command sequence set to a target network element to execute the MML intention.
According to another embodiment of the present invention, there is provided an intention-based telecommunications network management apparatus including: the acquisition module is used for acquiring the four-tuple information in the MML intention of the input man-machine command language; and the generation module is used for generating an atomic command sequence set corresponding to the four-tuple information by the scheduling object command sequence generator and synchronizing configuration data corresponding to the atomic command sequence set to a target network element so as to execute the MML intention.
According to a further embodiment of the invention, there is also provided a computer readable storage medium having stored therein a computer program, wherein the computer program is arranged to perform the steps of any of the method embodiments described above when run.
According to a further embodiment of the invention, there is also provided an electronic device comprising a memory having stored therein a computer program and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
According to the invention, the corresponding object sequence command generator is scheduled based on the input intention to generate the atomic command sequence set, so that the intention is executed according to the atomic command sequence set, and the user is not required to input a complex MML command in the process, so that the problems of trivial, complex and inconvenient use of the MML command for managing the configuration information in the related technology can be solved, and the effect of improving the management efficiency of managing the configuration information is achieved.
Drawings
FIG. 1 is a block diagram of the hardware architecture of a computer terminal running an intent based telecommunications network management method in accordance with an embodiment of the present invention;
FIG. 2 is a flow chart of a method of intent based telecommunications network management in accordance with an embodiment of the present invention;
fig. 3 is a block diagram of an intent based telecommunications network management apparatus in accordance with an embodiment of the present invention;
fig. 4 is a block diagram of an intent based telecommunications network management apparatus in accordance with another embodiment of the present invention;
fig. 5 is a block diagram of an intent based telecommunications network management apparatus in accordance with yet another embodiment of the present invention;
FIG. 6 is a block diagram of an intent-based telecommunications network management southbound or northbound interface system in accordance with an embodiment of the present invention;
FIG. 7 is a flow chart of a method for managing a southbound or northbound interface for an intent-based telecommunications network in accordance with an embodiment of the present invention;
fig. 8 is a flowchart of a configuration center generating a command sequence through an object command sequence generator according to an embodiment of the present invention.
Detailed Description
Embodiments of the present invention will be described in detail below with reference to the accompanying drawings in conjunction with the embodiments.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present invention and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order.
The method embodiments provided in the embodiments of the present application may be performed in a mobile terminal, a computer terminal or similar computing device. Taking the example of running on a computer terminal, fig. 1 is a block diagram of the hardware architecture of a computer terminal running an intent-based telecommunications network management method in accordance with an embodiment of the present invention. As shown in fig. 1, the computer terminal may include one or more (only one is shown in fig. 1) processors 102 (the processor 102 may include, but is not limited to, a microprocessor (Central Processing Unit, MCU) or a processing device such as a programmable logic device (Field Programmable Gate Array, FPGA)) and a memory 104 for storing data, where the computer terminal may further include a transmission device 106 for communication functions and an input-output device 108. It will be appreciated by those skilled in the art that the configuration shown in fig. 1 is merely illustrative and is not intended to limit the configuration of the computer terminal described above. For example, the computer terminal may also include more or fewer components than shown in FIG. 1, or have a different configuration than shown in FIG. 1.
The memory 104 may be used to store computer programs, such as software programs of application software and modules, such as computer programs corresponding to the intent-based telecommunications network management method in an embodiment of the present invention, and the processor 102 executes the computer programs stored in the memory 104 to perform various functional applications and data processing, i.e., to implement the methods described above. Memory 104 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memory remotely located relative to the processor 102, which may be connected to the computer terminal via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The transmission means 106 is arranged to receive or transmit data via a network. Specific examples of the network described above may include a wireless network provided by a communication provider of a computer terminal. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, simply referred to as NIC) that can connect to other network devices through a base station to communicate with the internet. In one example, the transmission device 106 may be a Radio Frequency (RF) module, which is used to communicate with the internet wirelessly.
In this embodiment, there is provided an intent-based telecommunication network management method running on the above computer terminal, and fig. 2 is a flowchart of an intent-based telecommunication network management method according to an embodiment of the present invention, as shown in fig. 2, the flowchart includes the steps of:
step S202, four-tuple information in the MML intention of the input man-machine command language is obtained;
in step S204, the scheduling object command sequence generator generates an atomic command sequence set corresponding to the tetrad information, and synchronizes configuration data corresponding to the atomic command sequence set to a target network element to execute the MML intention.
In this embodiment, the user uses the MML interface in an intended manner instead of directly using the MML interface, and only needs to input the configuration information to be managed and the target to be achieved by designating, the user can automatically complete the modification of the corresponding configuration information.
In step S202 of the present embodiment, it includes: structuring the MML intention into four-tuple information of the corresponding characteristic function, wherein the four-tuple information comprises the following four elements: object, action, target function, functional details, or region, action, target function, functional details.
Prior to step S202 of the present embodiment, further includes: the MML intention input in a southbound interface or a northbound interface in a voice or natural language text mode is acquired.
In this embodiment, the user expresses the configuration management intention in a natural language manner, and can support various MML interface input manners.
Prior to step S202 of the present embodiment, further includes: performing validity detection and conflict detection on the MML intention, wherein the validity detection at least comprises at least one of the following: whether the four-element information contains four elements or not and whether an object or region in the four elements exists or not; wherein the collision detection comprises at least one of: resource conflict, MML intent function scenario conflict, MML intent execution time conflict.
In this embodiment, before the scheduling object command sequence generator generates the atomic command sequence set corresponding to the tetrad information, the method further includes: and matching the actions and the target functions in the four elements with the operation types and the function types of all object command sequence generators in the object command sequence generator list respectively.
In this embodiment, the object command sequence generator includes at least one of the following fields: generator number, module type, operation type, function type, operation object and information list, dependency relationship and atomic command list.
In this embodiment, the scheduling object command sequence generator generates an atomic command sequence set corresponding to the four-tuple information, including: obtaining a plurality of dependency relationship information corresponding to the object command generator through the generator number; analyzing the plurality of dependency relationship information one by one according to a preset sequence to obtain non-empty atomic command sequences contained in each dependency relationship, and combining the non-empty atomic command sequences contained in each dependency relationship to obtain the atomic command sequence set.
In this embodiment, the atomic command sequence set generated by the object command generator further includes: and expanding or filling each atomic command sequence in the atomic command sequence set according to the four-tuple information.
After step S204 of the present embodiment, further includes: under the condition that the configuration data takes effect in the target network element, collecting index information of the target network element; and evaluating and optimizing the object sequence command generator according to the index information, and/or adding or deleting the object sequence command generator in the object sequence command generator list.
In this embodiment, evaluating and optimizing the object command sequence generator according to the index information includes: command parameters in the object command sequence generator are adjusted.
Through the steps, the user can express the configuration management intention in a natural language mode without inputting complicated MML commands; and then, based on the input intention, the corresponding object sequence command generator is scheduled to generate an atomic command sequence set, so that the intention is executed according to the atomic command sequence set, thereby solving the problems of trivial, complex and inconvenient use of MML commands for managing configuration information in the related technology and improving the management efficiency of the management configuration information.
From the description of the above embodiments, it will be clear to a person skilled in the art that the method according to the above embodiments may be implemented by means of software plus the necessary general hardware platform, but of course also by means of hardware, but in many cases the former is a preferred embodiment. Based on such understanding, the technical solution of the present invention may be embodied essentially or in a part contributing to the prior art in the form of a software product stored in a storage medium (e.g. Read-Only Memory/Random Access Memory, ROM/RAM), magnetic disk, optical disk) comprising instructions for causing a terminal device (which may be a mobile phone, a computer, a server, or a network device, etc.) to perform the method according to the embodiments of the present invention.
In this embodiment, an intention-based telecommunications network management apparatus is further provided, and the apparatus is used to implement the foregoing embodiments and preferred embodiments, and will not be described in detail. As used below, the term "module" may be a combination of software and/or hardware that implements a predetermined function. While the means described in the following embodiments are preferably implemented in software, implementation in hardware, or a combination of software and hardware, is also possible and contemplated.
Fig. 3 is a block diagram of an intention-based telecommunications network management apparatus, as shown in fig. 3, including: an acquisition module 10 and a generation module 20.
The acquisition module 10 is used for acquiring the four-tuple information in the MML intention of the input man-machine command language;
the generating module 20 is configured to generate an atomic command sequence set corresponding to the quadruple information by using a scheduling object command sequence generator, and synchronize configuration data corresponding to the atomic command sequence set to a target network element to execute the MML intention.
Fig. 4 is a block diagram of an intention-based telecommunications network management apparatus, as shown in fig. 4, including, in addition to all of the modules shown in fig. 3:
a detection module 30, configured to perform validity detection and collision detection on the MML intention, where the validity detection includes at least one of: whether the four-element information contains four elements or not and whether an object or region in the four elements exists or not; wherein the collision detection comprises at least one of: resource conflict, MML intent function scenario conflict, MML intent execution time conflict.
Fig. 5 is a block diagram of an intention-based telecommunications network management apparatus, as shown in fig. 5, including, in addition to all of the modules shown in fig. 4:
a collecting module 40, configured to collect index information of the target network element in a case where the configuration data is effective in the target network element;
an optimizing module 50, configured to evaluate and optimize the object command sequence generator according to the index information, and/or add or delete object command sequence generators in the object command sequence generator list.
It should be noted that each of the above modules may be implemented by software or hardware, and for the latter, it may be implemented by, but not limited to: the modules are all located in the same processor; alternatively, the above modules may be located in different processors in any combination.
In order to facilitate understanding of the technical solutions provided by the present invention, the following details will be described in connection with embodiments of specific scenarios.
Fig. 6 is a block diagram of the architecture of an intent-based telecommunications network management southbound or northbound interface system, as shown in fig. 6, according to an embodiment of the present invention, the apparatus includes: the north MML intention access module 61, the (south) network management MML intention input module 62, the MML intention engine module 63, the MML intention management module 64, the object command sequence generator module 65, the MML intention closed loop module 66, the configuration management center 67, and the network element 68.
Specifically, the north MML intention access module 61 and the (south) network management intention input module 62 are configured to provide intention input of the north MML or the south MML of the user to the configuration management information, such as: the following inputs are accepted: the NodeB 8 (base station 8) is migrated to the target radio network controller 9 (Radio Network Controller, RNC).
The MML intention engine module 63 is configured to structure intention information in text form into a quadruple required for a corresponding characteristic function, wherein the quadruple comprises: [ object ] or [ region ], [ action ], [ target function ], [ functional details ]. For example: the intent of the MML user input is: the NodeB 8 is migrated to the target RNC 9. The quadruple output by the intention engine module is ({ NodeB,8}, { support }, { site migration }, { RNC,9 }).
[ object ] it is possible to: object list information including a subnet, a network element, or a specific cell, etc.;
[ region ]: to a region where a configuration management target function is to be implemented, for example: in the region of Zhang Jianggao Shanghai, in this embodiment, there must be one for both [ object ] and [ region ].
[ action ]: such as open, support, etc.
[ target function ]: to functions supported by the operator network, such as: china mobile and china communication network sharing, nodeB site migration, etc.
[ functional details ]: the node b is migrated to the target RNC 9 as required by the node b site migration function, where the detail key value pair is { RNC,9}.
The MML intention management module 64 is configured to manage MML command intents of a user, and includes: conflict detection, and transmitting the translated user intention information to a configuration center.
The object command sequence generator 65 is a core module of the system, and the module forms a small building block sequence (i.e. object command sequence) by completing the function batch command with small granularity according to the experience of an expert and the characteristics of the system, and decomposes the function of a large scene into the small building block sequence by building the building blocks, finally forms a common command sequence and completes the modification of the system. Among these, there are the following features:
(1) Each "small building block" sequence contains a sequence of commands that can accomplish 1 small feature.
(2) The system provides a 'small building block' sequence arrangement functional module, provides on-site arrangement and optimizes structures or systems in building blocks, presets the 'small building block' sequences according to expert knowledge, and can be defined on site by net-lay optimization experts or abundant configuration experts. The system can provide a 'small building block' sequence arrangement functional module to define the dependency relationship and the combination logic before and after the 'small building block' sequence.
(3) The system can automatically generate a large object command sequence according to the front-back dependency relationship and the combination logic and the intention requirement under the condition of taking the front-back dependency relationship and the combination logic.
Among other things, object command sequence generator features include, but are not limited to, the following fields:
GeneratorID: a generator ID;
ModuleType: a module type;
operators: operations, such as support, removal, modification;
FunctionType: a function type; such as site migration, e.g., HDSPA;
tageobjectinfo: an object of the operation and a list of information (e.g., parameters);
dependency of: a dependent object generator list consisting of a dependent object command sequence generator ID list.
Atom cmdlist: belonging to the list of atomic configuration commands involved. In this embodiment, these atomic commands are abstract commands whose operators are predefined, and the number of commands and configuration objects and attribute/attribute values that the commands contain are further materialized by the system according to the intent input.
The configuration center module 67 is configured to perform storage/merging and other processes on the atomic sequence command generated by the object command sequence generator, and then issue the atomic command sequence to the network element 68.
After the configuration center acquires the intended tetrad, the configuration center matches the target function and action in the intended tetrad with the FunctionType and Operator of the generator in the object command sequence generator list in the system one by one to finally obtain a matched generator ID, and then acquires AutoCmdList atomic command sequences in the object command sequence generators according to the Dependency definition of the generator ID object command sequence generator. The configuration center forms the AutoCmdLists into an atomic command sequence set according to a pre-established strategy sequence (such as a sequence defined in the Dependency, breadth-first or depth-first), and finally expands the atomic command sequence set according to the intended tetrad and fills in the materialization information to generate the atomic command sequence set which can be sent to the network element.
The MML intention closed-loop module 66 is configured to monitor or collect index data after the MML command is intended to be executed, where the index data is reported to the MML intention closed-loop module 66 by the network element 68 or the configuration center 67. The MML intention closed-loop module 66 analyzes the index data to evaluate the functional effect of the network element 68 after performing the MML intention.
The management system of the invention comprises different configuration information command sequence generators. The configuration information sequence generator may be based on input information such as: network elements 10 to 100 support network characteristics such as network sharing of china mobile and china telecom, for example, a site migration function of migrating a NodeB 8 to an RNC 9, and the like, and to support such functions, a specific configuration object adding, deleting and checking command sequence required by the system is automatically generated, and is sent to a configuration processing center (network management configuration center), so that incremental synchronization of configuration information to the network elements is completed, and services are enabled to be effective. The system of the embodiment can meet the configuration management requirements of supporting various characteristics, greatly reduces the use difficulty of the system and improves the network operation efficiency.
Fig. 7 is a flow chart of a method for managing a southbound or northbound interface for an intent-based telecommunications network, as shown in fig. 7, in accordance with an embodiment of the present invention, the method comprising the steps of:
step S701, the user inputs an MML intention.
Specifically, the user supports voice and natural language text input according to the four-element input intention required by the MML intention, and can also input northbound MML.
Step S702, MML intends to translate.
Specifically, four elements, namely, an object or a region, an action, a target function and functional details are obtained from intention information input by a user.
Step S703, MML intention detection.
Specifically, MML intent validity detection and collision detection are included;
wherein, the validity detection at least comprises: the translated user intention must contain four elements, the object contained by the four elements must exist, and the detailed information must be legal;
the collision detection at least comprises: resource conflict, MML configuration function scene conflict, MML configuration intent execution time conflict.
Step S704, it is determined whether collision detection is passed.
Specifically, step S705 is advanced in the case where collision detection passes, otherwise the flow ends.
Step S705, send to the configuration center.
Specifically, the translated MML intent is sent to the configuration center.
In step S706, the configuration center schedule object command sequence generator generates an object command sequence.
Specifically, the configuration center schedule object command sequence generator generates fine-grained add-drop-modify-check original configuration command sequences.
In this embodiment, the configuration center matches the object sequence generator applicable according to the object/region and actions and target functions of the command, and generates the original configuration command sequence using the object sequence generator.
Step S707 configures configuration data of the central synchronization command sequence to the network element.
Specifically, after the original configuration command sequence is validated (optional) by the configuration center, the configuration center synchronizes the configuration data modification corresponding to the sequence to the network element.
Step S708, determining whether the command transmission and execution are completed.
Specifically, in the case where it is determined that the command transmission and execution are completed, the process advances to step S709, otherwise the process returns to step S707.
Step S709, collecting and evaluating the effect after the command is validated.
Specifically, after the configuration center collects the configuration data change, the network element reports the effect index information after the intention execution is successful.
Step S710, optimizing the command sequence generator.
Specifically, according to index information collected by a configuration center (reported by a network element), the preset object sequence command generator is evaluated and optimized, including adding and deleting new object sequence command generators, adjusting command parameters in the object sequence command generators, and the like.
In the embodiment of the invention, a user can automatically generate and take effect of the fine-granularity modification command of the configuration information by inputting a friendly natural language mode when carrying out configuration information management on north-oriented or south-oriented MML, namely, only providing what to do and the target to be achieved. Meanwhile, the method can be continuously adjusted and optimized according to the evaluation effect.
FIG. 8 is a flow chart of a configuration center generating a command sequence through an object command sequence generator according to an embodiment of the present invention, as shown in FIG. 8, the flow comprising the steps of:
in step S801, a quadruple input is acquired.
Step S802, searching an object command sequence generator table in a matching system.
Specifically, the configuration center judges the current function type and operation type, and matches the object command sequence generator list FunctionType and Operator in the system to obtain the matched object command sequence generator ID.
Step S803 determines whether all object command generators are matched.
Specifically, if it is determined that all the object command generators are matched, the flow is ended, otherwise, step S804 is performed;
in step S804, it is determined whether the FunctionType and Operation of the next generator match the intended quadruple.
Specifically, the object command sequence generator id that matches is obtained according to the judgment of step S804.
Step S805, a matched object command sequencer is obtained.
Specifically, the configuration center acquires Dependency information and atom cmdlist information of an object command sequence generator corresponding to the generator id.
Step S806, analyzing the dependences, and acquiring the atom CmdList according to a certain sequence.
Specifically, the configuration center processes the Dependency information one by one to obtain non-empty atom cm dlist in the object command sequence generator contained in the Dependency.
The configuration center combines the acquired atom commands of the atom cmdlist into an atom command sequence set. Here, the generator definitions in the Dependency can be traversed sequentially according to a policy order, such as a depth-first or breadth-first manner, in advance to obtain atom command sequences other than null atom command sequences in the atom CmdList in the generator list, thus obtaining an atom command sequence set.
Step S807, expanding or filling in the AtomicCmdList according to the intention input, and obtaining a final command sequence.
Specifically, the configuration center expands and fills detailed information on the commands in the obtained atomic command sequence set;
for each atomic command, according to the information input by the intention, namely, an object or region, a target function and function details, the specific configuration information is expanded or filled in for the atomic command number, the configuration object and attribute value.
For example: the object { NodeB,8 }/target function { site migration }/function details { RNC,9}, in the intended input, the configuration center expands the atomic command number (i.e., the cell number) according to obtaining all cells (e.g., 1, 2, 3, a total of 3 cells) under the NodeB 8, and then fills in the configuration objects { nodeb=8, cellid=1 }/{ nodeb=8, cellid=2 }/{ nodeb=8, cellid=3 } in the expanded atomic MML command to form a specific multi-atomic configuration MML command.
The following are examples of the system, apparatus or method of the above embodiments of the present invention in practical applications:
application example one:
the user needs to perform site migration and cutover on the Shanghai mobile creep district network, and then the operation and maintenance user uses the system to input: the sites 6-7 are cut down to the RNC 10. The system of the present embodiment recognizes the element { NodeB } in the user's intention through the intention translation module: 6,7; the actions are as follows: support; target function: cutting and connecting a site; functional details: target object (RNC, 9). The object command sequence generator module automatically generates a series of configuration management commands according to the four-element information, such as: a series of atomic commands for deleting a cell of NodeB6, deleting a cell of NodeB7, deleting a neighboring cell of NodeB6, deleting a neighboring cell of NodeB7, deleting NodeB6, deleting NodeB7, creating NodeB6 under RNC10, creating NodeB7, creating a cell under NodeB6, creating a cell under NodeB7, etc. After the configuration center acquires the command sequence, the configuration data modification corresponding to the command sequence is synchronized to the network element. After the network element data also takes effect, the MML intends to collect index information evaluation in a closed loop, and visual checking evaluation effect is provided for adjusting the optimized object sequence command generator.
Application example II:
the user needs to carry out site migration and cutover on the Miro city of the Shanghai mobile creep district, and then the operation and maintenance user uses the system to input: the station of the creep district Tiankey bridge mero city is cut under the RNC 10. The present system identifies elements in the user's intent through an intent translation module, such as: { region: a Miro city in Shanghai Xiu area; the actions are as follows: support; target function: cutting and connecting a site; functional details: target object (RNC, 9). The system searches a station NodeB of a merocity in a Shanghai creep area firstly: 6,7, replacing the region to form a new four-element, and then automatically generating a series of configuration management commands by the object command sequence generator module according to the new four-element information, such as: a series of atomic commands for deleting a cell of NodeB6, deleting a cell of NodeB7, deleting a neighboring cell of NodeB6, deleting a neighboring cell of NodeB7, deleting NodeB6, deleting NodeB7, creating NodeB6 under RNC10, creating NodeB7, creating a cell under NodeB6, creating a cell under NodeB7, etc. After the configuration center acquires the command sequence, the configuration data modification corresponding to the command sequence is synchronized to the network element. After the network element data also takes effect, the MML intends to collect index information evaluation in a closed loop, and visual checking evaluation effect is provided for adjusting the optimized object sequence command generator.
In the above application embodiments of the present invention, the system automatically matches the object sequence command generator that is compatible with the user's appeal to guarantee by the object sequence command generator (which can be solidified by expert experience) and based on the intention that the user can provide what he wants to do and the goal that he achieves by just natural language means. In the embodiment of the invention, the system also provides a plurality of object sequence command generators for realizing MML intention, thereby supporting the intention MML with a plurality of functions, and supporting the optimization of the object sequence command generators and the generation of the brand new object sequence command generators, thereby not only improving the usability of the system, but also greatly reducing the dependence on the complex configuration information knowledge of users.
Embodiments of the present invention also provide a computer readable storage medium having a computer program stored therein, wherein the computer program is arranged to perform the steps of any of the method embodiments described above when run.
In one exemplary embodiment, the computer readable storage medium may include, but is not limited to: a usb disk, a Read-Only Memory (ROM), a random access Memory (Random Access Memory, RAM), a removable hard disk, a magnetic disk, or an optical disk, or other various media capable of storing a computer program.
An embodiment of the invention also provides an electronic device comprising a memory having stored therein a computer program and a processor arranged to run the computer program to perform the steps of any of the method embodiments described above.
In an exemplary embodiment, the electronic apparatus may further include a transmission device connected to the processor, and an input/output device connected to the processor.
Specific examples in this embodiment may refer to the examples described in the foregoing embodiments and the exemplary implementation, and this embodiment is not described herein.
It will be appreciated by those skilled in the art that the modules or steps of the invention described above may be implemented in a general purpose computing device, they may be concentrated on a single computing device, or distributed across a network of computing devices, they may be implemented in program code executable by computing devices, so that they may be stored in a storage device for execution by computing devices, and in some cases, the steps shown or described may be performed in a different order than that shown or described herein, or they may be separately fabricated into individual integrated circuit modules, or multiple modules or steps of them may be fabricated into a single integrated circuit module. Thus, the present invention is not limited to any specific combination of hardware and software.
The above description is only of the preferred embodiments of the present invention and is not intended to limit the present invention, but various modifications and variations can be made to the present invention by those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the principle of the present invention should be included in the protection scope of the present invention.
Claims (15)
1. A method of intent-based telecommunications network management, comprising:
acquiring four-tuple information in the MML intention of the input man-machine command language;
and the scheduling object command sequence generator generates an atomic command sequence set corresponding to the four-tuple information, and synchronizes configuration data corresponding to the atomic command sequence set to a target network element to execute the MML intention.
2. The method of claim 1, wherein obtaining the four-tuple information in the input MML intent comprises:
structuring the MML intention into four-tuple information of the corresponding characteristic function, wherein the four-tuple information comprises the following four elements: object, action, target function, functional details, or region, action, target function, functional details.
3. The method of claim 1, further comprising, prior to obtaining the four-tuple information in the input human-machine command language MML intent:
the MML intention input in a southbound interface or a northbound interface in a voice or natural language text mode is acquired.
4. The method of claim 1, further comprising, prior to the schedule object command sequence generator generating the atomic command sequence set corresponding to the four tuple information:
performing validity detection and conflict detection on the MML intention, wherein the validity detection at least comprises at least one of the following: whether the four-element information contains four elements or not and whether an object or region in the four elements exists or not; wherein the collision detection comprises at least one of: resource conflict, MML intent function scenario conflict, MML intent execution time conflict.
5. The method of claim 2, further comprising, prior to the schedule object command sequence generator generating the atomic command sequence set corresponding to the four tuple information:
and matching the actions and the target functions in the four elements with the operation types and the function types of all object command sequence generators in the object command sequence generator list respectively.
6. The method of claim 5, wherein the object command sequence generator includes at least one of the following fields: generator number, module type, operation type, function type, operation object and information list, dependency relationship and atomic command list.
7. The method of claim 6, wherein the scheduling object command sequence generator generating the atomic command sequence set corresponding to the four-tuple information comprises:
obtaining a plurality of dependency relationship information corresponding to the object command generator through the generator number;
analyzing the plurality of dependency relationship information one by one according to a preset sequence to obtain non-empty atomic command sequences contained in each dependency relationship, and combining the non-empty atomic command sequences contained in each dependency relationship to obtain the atomic command sequence set.
8. The method of claim 7, wherein scheduling the atomic command sequence set generated by the object command sequence generator further comprises:
and expanding or filling each atomic command sequence in the atomic command sequence set according to the four-tuple information.
9. The method of claim 1, further comprising, after synchronizing configuration data modifications corresponding to the set of atomic command sequences to a network element:
under the condition that the configuration data takes effect in the target network element, collecting index information of the target network element;
and evaluating and optimizing the object sequence command generator according to the index information, and/or adding or deleting the object sequence command generator in the object sequence command generator list.
10. The method of claim 9, wherein evaluating and optimizing the object command sequence generator based on the metric information comprises:
command parameters in the object command sequence generator are adjusted.
11. An apparatus for a telecommunications network management interface, comprising:
the acquisition module is used for acquiring the four-tuple information in the MML intention of the input man-machine command language;
and the generation module is used for generating an atomic command sequence set corresponding to the four-tuple information by the scheduling object command sequence generator and synchronizing configuration data corresponding to the atomic command sequence set to a target network element so as to execute the MML intention.
12. The apparatus as recited in claim 11, further comprising:
the detection module is used for carrying out validity detection and conflict detection on the MML intention, wherein the validity detection at least comprises at least one of the following steps: whether the four-element information contains four elements or not and whether an object or region in the four elements exists or not; wherein the collision detection comprises at least one of: resource conflict, MML intent function scenario conflict, MML intent execution time conflict.
13. The apparatus as recited in claim 11, further comprising:
the collecting module is used for collecting index information of the target network element under the condition that the configuration data is effective in the target network element;
and the optimizing module is used for evaluating and optimizing the object command sequence generator according to the index information and/or adding or deleting the object sequence command generator in the object sequence command generator list.
14. A computer readable storage medium, characterized in that a computer program is stored in the computer readable storage medium, wherein the computer program, when being executed by a processor, implements the steps of the method according to any of the claims 1 to 10.
15. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the method as claimed in any one of claims 1 to 10 when the computer program is executed.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202211125735.8A CN117750407A (en) | 2022-09-14 | 2022-09-14 | Intent-based telecommunication network management method and device |
| PCT/CN2023/091863 WO2024055599A1 (en) | 2022-09-14 | 2023-04-28 | Telecommunication network management method and apparatus based on intent |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202211125735.8A CN117750407A (en) | 2022-09-14 | 2022-09-14 | Intent-based telecommunication network management method and device |
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| CN117750407A true CN117750407A (en) | 2024-03-22 |
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| CN111277442B (en) * | 2020-01-21 | 2023-04-07 | 赣江新区智慧物联研究院有限公司 | Management method, device and system of wireless intention driven network |
| CN112565193B (en) * | 2020-11-06 | 2021-12-28 | 西安电子科技大学 | Network security policy conflict resolution method, system, storage medium and equipment |
| CN114167760B (en) * | 2021-10-23 | 2023-12-29 | 西安电子科技大学 | Intention driven network management system and method |
| CN114143272A (en) * | 2021-10-23 | 2022-03-04 | 西安电子科技大学 | Intention-driven 6G ground network management and control system and method |
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