CN105704169A - Method for maintaining data consistency, device and PTN transmission device - Google Patents

Method for maintaining data consistency, device and PTN transmission device Download PDF

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Publication number
CN105704169A
CN105704169A CN201410682845.3A CN201410682845A CN105704169A CN 105704169 A CN105704169 A CN 105704169A CN 201410682845 A CN201410682845 A CN 201410682845A CN 105704169 A CN105704169 A CN 105704169A
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data
configuration
configuration data
source
updated
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邓文博
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ZTE Corp
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ZTE Corp
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Priority to CN201410682845.3A priority Critical patent/CN105704169A/en
Priority to PCT/CN2015/073911 priority patent/WO2016082368A1/en
Publication of CN105704169A publication Critical patent/CN105704169A/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

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Information Transfer Between Computers (AREA)
  • Hardware Redundancy (AREA)

Abstract

The embodiment of the invention provides a method for maintaining data consistency, a device for maintaining data consistency and a PTN transmission device. The method includes the following steps that: when it is detected that first configuration data and second configuration data which are respectively saved by a first data source and a second data source for the operating condition of a first device are inconsistent, a reference data source for maintaining data consistency is selected from the first data source and the second data source; and configuration data to be updated which are saved in the unselected data source in the first data source and the second data source are updated according to reference configuration data which are saved in the selected reference data source, so that the updated data can be consistent with the reference configuration data. With the method provided by the embodiment of the invention adopted, automatic synchronization for data inconsistency can be realized.

Description

A kind of keep the method for data consistency, device and PTN transmission equipment
Technical field
The present invention relates to data maintenance field, particularly relate to and a kind of keep the method for data consistency, device and PTN transmission equipment。
Background technology
Technology conventional in group transmission network is T-MPLS, and it is a kind of Packet Transport Network technology of ITU-T standard, and being the ip eliminating MPLS forwards characteristic without connecting, add OAM and defencive function end to end and a kind of transportation protocol of being formed simultaneously。At packet transmission apparatus owing to dynamic routing function supported by needs, a lot of equipment suppliers directly develop PTN device on former route system platform, so PTN device webmaster needs to support CLI configuration and network management configuration simultaneously。With different configuration inputs, the data sign processing of equipment and webmaster just becomes particularly significant, also relatively difficult。
Such as patent: the patent No. a kind of method of data synchronization that has been the patent disclosure of CN103686984A, system and equipment, relates to communication technique field, is used for promoting active system operational efficiency, and ensures the concordance of data between standby usage system preferably。Back-up system and peer-to-peer system set up link in that patent; the configuration data of business is sent to back-up system by the link between back-up system by peer-to-peer system; in active system generation exception or when receiving switching command, back-up system uses the configuration data preserved to continue to provide this business。In this programme, the configuration data of business need not be synchronized to back-up system by active system, thus reducing the resource utilization of active system, improves the operational efficiency of active system, and ensure that the concordance of data between standby usage system preferably。
The patent also having the patent No. to be CN103747091A provides distribution type data synchronous system and the method for a kind of embedded device, by deploying client on each embedded device, deployment server group beyond the clouds, synchrodata from a client by one or more server sync to another client。
Both above system and mode, the first is to control the synchronization mechanism between master/slave data, and the second is to utilize server to carry out data syn-chronization。And all without the automatic synchronization solution provided when data are inconsistent。
Summary of the invention
The purpose of the embodiment of the present invention is to provide and a kind of keeps the method for data consistency, device and PTN transmission equipment, in order to provide the automatic synchronization solution when data are inconsistent。
For solving above-mentioned technical problem, the embodiment of the present invention provides scheme as follows:
The embodiment of the present invention provides a kind of method keeping data consistency, for the first module, including:
When the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
According to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
Preferably, described reference data sources from the first data source and the second data source selected as maintenance data consistency includes:
According to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
According to described first configuration item, select described reference data sources。
Preferably, described according to described first configuration item, select described reference data sources and include:
The data of the first configuration item described in described first configuration data and described second configuration data are exported user interface;
Data source user selected by user interface is as described reference data sources。
Preferably, described first data source is different with the data form of the configuration data preserved in described second data source, described according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal include with the baseline configuration data consistent of preservation in described reference data sources:
By the data form that the Data Format Transform of described baseline configuration data is described configuration data to be updated, the data after being changed;
Described data to be updated are replaced with the data after described conversion;
Or,
According to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
By the data form that the Data Format Transform of the data of described second configuration item is described configuration data to be updated, obtain the data after form conversion;
Data after changing according to described form, update the data of corresponding configuration item in described configuration data to be updated。
Preferably, described first data source is the Network Management Equipment of the first equipment, and described second data source is the Service Processing Module of the first equipment。
Preferably, described first module receives described second configuration data that described Service Processing Module reports after the service data of the first equipment changes and shows to detect that the first configuration data and the second configuration data are inconsistent。
The embodiment of the present invention also provides for a kind of device keeping data consistency, for the first module, including:
Select module, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
More new module, for according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
Preferably, described selection module includes:
First determines unit, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, according to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
Select unit, for according to described first configuration item, selecting described reference data sources。
Preferably, described more new module includes:
First converting unit, for by the data form that Data Format Transform is described configuration data to be updated of described baseline configuration data, the data after being changed;
Replacement unit, is used for the data after described data to be updated replace with described conversion;
Or,
Second determines unit, for according to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
Second converting unit, for the data form that Data Format Transform is described configuration data to be updated by the data of described second configuration item, obtains the data after form conversion;
Updating block, for the data after changing according to described form, updates the data of corresponding configuration item in described configuration data to be updated。
The embodiment of the present invention also provides for a kind of device PTN transmission equipment including above-described maintenance data consistency。
From the above it can be seen that the embodiment of the present invention at least has the advantages that
Baseline configuration data by selection reference data source and according to its preservation update the data preserved in unselected data source so that after updating with baseline configuration data consistent, it is achieved thereby that automatic synchronization when data are inconsistent solves。
Accompanying drawing explanation
Fig. 1 represents the flow chart of steps of a kind of method keeping data consistency that the embodiment of the present invention provides;
Fig. 2 represents system module figure;
Fig. 3 represents the inconsistent monitoring schematic diagram of data;
Fig. 4 represents with network management data for main synchronization flow chart;
Fig. 5 represents with equipment operating data for main synchronization flow chart;
Fig. 6 represents the structured flowchart of a kind of device keeping data consistency that the embodiment of the present invention provides。
Detailed description of the invention
For making the purpose of the embodiment of the present invention, technical scheme and advantage clearly, below in conjunction with the accompanying drawings and the specific embodiments the embodiment of the present invention is described in detail。
Fig. 1 represents the flow chart of steps of a kind of method keeping data consistency that the embodiment of the present invention provides, and with reference to Fig. 1, the embodiment of the present invention provides a kind of method keeping data consistency, for the first module, comprises the steps:
Step 101, when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
Step 102, according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
Visible, baseline configuration data by selection reference data source and according to its preservation update the data preserved in unselected data source so that after updating with baseline configuration data consistent, it is achieved thereby that the automatic synchronization when data are inconsistent solves。
Wherein, described first equipment such as PTN transmission equipment;The Network Management Equipment of described first data source such as PTN transmission equipment;The Service Processing Module of described second data source such as PTN transmission equipment。
In the embodiment of the present invention, described reference data sources from the first data source and the second data source selected as maintenance data consistency comprises the steps that
According to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
According to described first configuration item, select described reference data sources。
Wherein, described according to described first configuration item, select described reference data sources and comprise the steps that
The data of the first configuration item described in described first configuration data and described second configuration data are exported user interface;
Data source user selected by user interface is as described reference data sources。
In the embodiment of the present invention, described first data source can be identical with the data form of the configuration data of preservation in described second data source, then described according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal may include that with the baseline configuration data consistent of preservation in described reference data sources
Described data to be updated are replaced with described baseline configuration data;
Or,
According to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
Data according to described second configuration item, update the data of corresponding configuration item in described configuration data to be updated。
Or, described first data source and the data form of configuration data preserved in described second data source can also be different, in this case, in order to keep data syn-chronization between data in different formats and consistency maintenance, then can have:
Described according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal include with the baseline configuration data consistent of preservation in described reference data sources:
By the data form that the Data Format Transform of described baseline configuration data is described configuration data to be updated, the data after being changed;
Described data to be updated are replaced with the data after described conversion;
Or,
According to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
By the data form that the Data Format Transform of the data of described second configuration item is described configuration data to be updated, obtain the data after form conversion;
Data after changing according to described form, update the data of corresponding configuration item in described configuration data to be updated。
In the embodiment of the present invention, described first data source can be the Network Management Equipment of the first equipment, and described second data source can be the Service Processing Module of the first equipment。
Additionally, in order to accomplish monitor in real time, it is also possible to have:
Described first module receives described second configuration data that described Service Processing Module reports after the service data of the first equipment changes and shows to detect that the first configuration data and the second configuration data are inconsistent。
For the embodiment of the present invention being set forth clearly clear, provide below the better embodiment of the embodiment of the present invention。
This better embodiment provides in a kind of PTN device and keeps the conforming method and system of major control data。
This better embodiment relates to the main control board data consistency maintenance of PTN transmission equipment, and especially, relates to a kind of maintenance in non-interrupting service situation in PTN network equipment and reparation master control configuration data, it is ensured that device data is consistent with network management data。
Two kinds of systems in background technology and mode, the first is to control the synchronization mechanism between master/slave data, and the second is to utilize server to carry out data syn-chronization。And all without the data syn-chronization related between many parts of data in different formats and consistency maintenance, typically without the method providing inconsistent monitor in real time, simultaneously also without the automatic synchronization solution provided when data are inconsistent。
This better embodiment is under above-mentioned background, and under the existing network environment of transmission equipment, propose a kind of under the premise as far as possible not interrupting existing business, real-time monitoring equipment data consistency, find that data take appropriate measures time inconsistent quickly to repair, it is ensured that the healthy and stable operation of equipment。
The method and system of consistency check and maintenance between the data source of this better embodiment a kind of different data format of offer。By the method and system, user can real-time monitoring equipment data whether consistent, it has been found that inconsistent according to the method recommended, a kind of mode that existing network service impact is minimum can be selected to carry out automaticdata synchronization, it is ensured that equipment and network management data concordance。
This better embodiment by the following technical solutions, comprises the following steps:
Data model on step A, equipment:
Owing to the configuration data on equipment can be issue from webmaster, can also be configured by CLI, so equipment must increase Agent assembly, as shown in Fig. 2 (illustrating simple interactive relation between three numbers evidences), for the data that adaptive both configurations source configuration comes。Agent assembly must provide for following functions:
1, the configuration data that webmaster issues。
2, the data of CLI configuration are network management data form, and put preservation in storage。
3, Agent assembly when data variation must real-time informing to the service data of webmaster or equipment。
Agent assembly is also the key realizing consistency maintenance and reparation。
Step B, data consistency detect:
On webmaster, user can easily check that whether current device data are consistent, if existing inconsistent, it is possible to check that specifically which configuration data is inconsistent, may thereby determine that synchronization policy substantially。
Step C, synchronization mechanism
One has 3 parts of configuration datas, can synchronize (see Fig. 2) between two, realized the concordance of three parts of configuration datas by the mode synchronized between two between this three numbers evidence。The consistency maintenance of three number evidences can both be realized in theory with any a data for master。
Such as, based on the service data of equipment, carry out consistency maintenance。Then first passing through order, in the service data batch synchronization of equipment to the Agent data base safeguarded, then webmaster uploads to webmaster by uploading mode the data base of Agent, covers the data that webmaster is original, it is achieved three kinds of data consistent。Certainly these simultaneously operatings, after the consistency maintenance strategy that user selects, it becomes possible to be automatically performed。
This better embodiment provides the method and system of a kind of data consistent check and maintenance, pass through webmaster, the cooperation handling process of Agent assembly and equipment, real-time monitoring equipment data, restorative procedure fast and effectively is provided when finding inconsistent, automatically consistency maintenance is completed for user, it is ensured that equipment dependability。Below in conjunction with specific embodiment, this better embodiment is further described。
Needing to safeguard the relation of conforming three parts of configuration datas as in figure 2 it is shown, namely this three number is according to synchronizing between two, webmaster can not directly synchronize with equipment operating data。
Scene one, the inconsistent monitoring of data:
Fig. 3 provides the flow process of the inconsistent monitoring of data, specifically processes step:
310: user carries out business configuration by CLI, at this time can cause that equipment operating data changes。
320: Service Processing Module can report configuration and inform Agent assembly, and Agent assembly converts corresponding operational data structure to corresponding configuration data, then puts preservation in storage。Notice Network Management Equipment has data to change simultaneously。
330: after webmaster receives data Notification of Changes, the inconsistent information of data can be presented in user interface, it is possible to check which information concrete is inconsistent。Webmaster and device data synchronization can go on to say in follow-up example three。
Scene two, with network management data for main synchronization flow process:
Fig. 4 provides and detects when data are inconsistent, selects the data syn-chronization flow process based on network management data。These synchronize flow process after user chooses strategy, are all automatically synchronize, it is not necessary to user intervention, synchronize to ensure not interrupt existing network business as far as possible。
410: user's network management interface finds the inconsistent information of data, network management interface selects to carry out data syn-chronization with network management data for main。
420: webmaster reads data from network management data storehouse, business configuration data in a specific sequence successively full dose be issued to equipment。
430:Agent assembly processes the data that webmaster full dose issues, and is analyzed comparing by the data of these data and Agent, draws inconsistent configuration data;
440:Agent assembly is the business data model of equipment inconsistent configuration data by interface mappings。
The data that 450:Agent assembly obtains mapping, are issued to appliance services module successively by business rule。
460: appliance services processing module reception processes these business configuration data, change the current state of equipment, be simultaneously written equipment operating data。
470: all data all issue successfully, then complete simultaneously operating, it is ensured that the concordance of three number evidences。
Especially, would be likely to occur the situation issuing data failure here, Agent assembly must assure that the atomic operation that each configuration data is revised, it is ensured that even if failure also can return back to original state。
Scene three, with equipment operating data for main synchronization flow process:
Fig. 5 provides and detects when data are inconsistent, selects the data syn-chronization flow process based on equipment operating data。These synchronize flow process after user chooses strategy, are all automatically synchronize, it is not necessary to user intervention, due to based on service data, without influence on existing network business。
510: user's network management interface finds the inconsistent information of data, network management interface selects to carry out data syn-chronization with equipment operating data for main。
520: appliance services module reads equipment operating data, is packaged into corresponding interface packets, reports Agent assembly successively。
530:Agent assembly processes each message received, and Mapping and Converting is internal data structure, and removes original data, and warehouse-in preserves the data being newly converted to。
540:Agent assembly all devices reported data all maps and has processed, and puts in storage after successfully, and proactive notification webmaster carries out data syn-chronization。
550: webmaster issues synch command to Agent assembly, synch command needs repeatedly to issue, every subsynchronous a kind of business datum。
560:Agent assembly receives synch command, reads corresponding business datum, and packing reports webmaster。
570: the data that webmaster reports Agent, adopt the mode covering warehouse-in to preserve。
580: after all business datums all synchronously complete, synchronize flow process and terminate, three numbers are consistent according to achieving。
Fig. 6 represents the structured flowchart of a kind of device keeping data consistency that the embodiment of the present invention provides, and with reference to Fig. 6, the embodiment of the present invention also provides for a kind of device keeping data consistency, for the first module, including:
Select module 601, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
More new module 602, for according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
Visible, baseline configuration data by selection reference data source and according to its preservation update the data preserved in unselected data source so that after updating with baseline configuration data consistent, it is achieved thereby that the automatic synchronization when data are inconsistent solves。
Wherein, described selection module 601 comprises the steps that
First determines unit, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, according to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
Select unit, for according to described first configuration item, selecting described reference data sources。
Described more new module 602 comprises the steps that
First converting unit, for by the data form that Data Format Transform is described configuration data to be updated of described baseline configuration data, the data after being changed;
Replacement unit, is used for the data after described data to be updated replace with described conversion;
Or,
Second determines unit, for according to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
Second converting unit, for the data form that Data Format Transform is described configuration data to be updated by the data of described second configuration item, obtains the data after form conversion;
Updating block, for the data after changing according to described form, updates the data of corresponding configuration item in described configuration data to be updated。
The embodiment of the present invention also provides for a kind of PTN transmission equipment, and described PTN transmission equipment includes the device of above-described maintenance data consistency。
The above is only the embodiment of the embodiment of the present invention; it should be pointed out that, for those skilled in the art, under the premise without departing from embodiment of the present invention principle; can also making some improvements and modifications, these improvements and modifications also should be regarded as the protection domain of the embodiment of the present invention。

Claims (10)

1. the method keeping data consistency, for the first module, it is characterised in that including:
When the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
According to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
2. method according to claim 1, it is characterised in that described reference data sources from the first data source and the second data source selected as maintenance data consistency includes:
According to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
According to described first configuration item, select described reference data sources。
3. method according to claim 2, it is characterised in that described according to described first configuration item, selects described reference data sources and includes:
The data of the first configuration item described in described first configuration data and described second configuration data are exported user interface;
Data source user selected by user interface is as described reference data sources。
4. method according to claim 1, it is characterized in that, described first data source is different with the data form of the configuration data preserved in described second data source, described according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal include with the baseline configuration data consistent of preservation in described reference data sources:
By the data form that the Data Format Transform of described baseline configuration data is described configuration data to be updated, the data after being changed;
Described data to be updated are replaced with the data after described conversion;
Or,
According to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
By the data form that the Data Format Transform of the data of described second configuration item is described configuration data to be updated, obtain the data after form conversion;
Data after changing according to described form, update the data of corresponding configuration item in described configuration data to be updated。
5. method according to claim 1, it is characterised in that described first data source is the Network Management Equipment of the first equipment, described second data source is the Service Processing Module of the first equipment。
6. method according to claim 5, it is characterized in that, described first module receives described second configuration data that described Service Processing Module reports after the service data of the first equipment changes and shows to detect that the first configuration data and the second configuration data are inconsistent。
7. keep a device for data consistency, for the first module, it is characterised in that including:
Select module, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, selected as the reference data sources keeping data consistency from described first data source and described second data source;
More new module, for according to the baseline configuration data preserved in the described reference data sources selected, update the configuration data to be updated preserved in unselected data source in described first data source and described second data source so that the data after renewal and described baseline configuration data consistent。
8. device according to claim 7, it is characterised in that described selection module includes:
First determines unit, for when the first configuration data and the second configuration data that the operation conditions for the first equipment that the first data source and the second data source preserve respectively detected are inconsistent, according to described first configuration data and described second configuration data, it is determined that the first configuration item that described first configuration data is different with content in described second configuration data;
Select unit, for according to described first configuration item, selecting described reference data sources。
9. device according to claim 7, it is characterised in that described more new module includes:
First converting unit, for by the data form that Data Format Transform is described configuration data to be updated of described baseline configuration data, the data after being changed;
Replacement unit, is used for the data after described data to be updated replace with described conversion;
Or,
Second determines unit, for according to described baseline configuration data and described configuration data to be updated, it is determined that described baseline configuration data are relative to the second configuration item corresponding to the inconsistent data of described configuration data to be updated;
Second converting unit, for the data form that Data Format Transform is described configuration data to be updated by the data of described second configuration item, obtains the data after form conversion;
Updating block, for the data after changing according to described form, updates the data of corresponding configuration item in described configuration data to be updated。
10. a PTN transmission equipment, it is characterised in that include the device of maintenance data consistency as according to any one of claim 7 to 9。
CN201410682845.3A 2014-11-24 2014-11-24 Method for maintaining data consistency, device and PTN transmission device Withdrawn CN105704169A (en)

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CN101577817A (en) * 2009-06-10 2009-11-11 中兴通讯股份有限公司 Distributed video monitoring system and method thereof for keeping data consistency
CN101588269A (en) * 2009-06-17 2009-11-25 中兴通讯股份有限公司 Method and system for automatically uploading configuration data of device to gateway

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CN107171836A (en) * 2017-05-10 2017-09-15 烽火通信科技股份有限公司 The resource ID management method and system of a kind of distribution switch
CN107171836B (en) * 2017-05-10 2019-11-26 烽火通信科技股份有限公司 A kind of the resource ID management method and system of distribution switch
CN110677454A (en) * 2019-08-19 2020-01-10 浙江省水利河口研究院 Water pollution early warning system and method based on multi-agent network convergence algorithm
CN110677454B (en) * 2019-08-19 2022-04-12 浙江省水利河口研究院 Water pollution early warning system and method based on multi-agent network convergence algorithm

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