CN117544676B - Multi-terminal operation and maintenance data interactive transmission method and system - Google Patents

Multi-terminal operation and maintenance data interactive transmission method and system Download PDF

Info

Publication number
CN117544676B
CN117544676B CN202410026048.3A CN202410026048A CN117544676B CN 117544676 B CN117544676 B CN 117544676B CN 202410026048 A CN202410026048 A CN 202410026048A CN 117544676 B CN117544676 B CN 117544676B
Authority
CN
China
Prior art keywords
data
terminal
data acquisition
maintenance
interaction
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN202410026048.3A
Other languages
Chinese (zh)
Other versions
CN117544676A (en
Inventor
汪镜波
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen Humeng Technology Co ltd
Original Assignee
Shenzhen Humeng Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shenzhen Humeng Technology Co ltd filed Critical Shenzhen Humeng Technology Co ltd
Priority to CN202410026048.3A priority Critical patent/CN117544676B/en
Publication of CN117544676A publication Critical patent/CN117544676A/en
Application granted granted Critical
Publication of CN117544676B publication Critical patent/CN117544676B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/56—Provisioning of proxy services
    • H04L67/565—Conversion or adaptation of application format or content
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24—Querying
    • G06F16/245—Query processing
    • G06F16/2455—Query execution
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/25—Integrating or interfacing systems involving database management systems
    • G06F16/258—Data format conversion from or to a database

Landscapes

  • Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Computational Linguistics (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The invention discloses a multi-terminal operation and data interactive transmission method and a system, wherein the method comprises the following steps: accessing a storage space for data records according to data acquisition information sent by a data acquisition end, obtaining a plurality of data interaction records corresponding to the data acquisition end in a preset time period, screening a plurality of associated data from the plurality of data interaction records, determining a data transmission end and a data transmission route according to the associated data, obtaining original operation and maintenance data in each data transmission end in the data transmission end, respectively performing format conversion on the original operation and maintenance data to generate intermediate operation and maintenance data, performing data integration on the intermediate operation and maintenance data according to the data transmission route to obtain target operation and maintenance data, and sending the target operation and maintenance data to the data acquisition end in a sub-package sending mode, thereby improving efficiency and reliability of multi-terminal data interaction transmission.

Description

Multi-terminal operation and maintenance data interactive transmission method and system
Technical Field
The invention relates to the technical field of data interaction, in particular to a multi-terminal operation and data interaction transmission method and system.
Background
With the development of computer technology and internet, more work inside the enterprise is realized through various applications or systems with high efficiency, and in order to guarantee privacy in the enterprise internal work, more and more enterprises begin to build private cloud of the enterprise and informationize the enterprise internal system, along with the building of the private cloud and informationize the enterprise internal system, the complexity of the IT system inside the enterprise becomes higher and higher, and meanwhile, in order to guarantee normal operation of the enterprise, timely and accurate operation and maintenance of the IT system inside the enterprise also becomes more and more important.
In the prior art, operation and maintenance data corresponding to different data ends of the enterprise internal IT system are required to be acquired in the operation and maintenance process of the enterprise internal IT system, and the acquired operation and maintenance data are sent to a target data end so as to be analyzed through the target data end, however, because various applications, systems or corresponding data storage services in the current enterprise internal IT system are often compiled based on different development technologies and development environments, the operation and maintenance data corresponding to different data ends often have different data structures, the data transmission is often lost or the data is lost due to the difference of the data structures in the data acquisition and transmission process, the security of the operation and maintenance data interactive transmission is further affected, and meanwhile, in the data interactive transmission process, because data sources of different ends may use different communication protocols, the operation and maintenance data in different ends are often required to be acquired due to the fact that the different communication protocols are often required to be called, so that interaction barriers exist between the operation and maintenance data are reduced, and the efficiency of data interaction is reduced.
Disclosure of Invention
In order to solve the technical problems, the invention discloses a multi-terminal operation data interactive transmission method and a system, which improve the efficiency and reliability of data interactive transmission.
In order to achieve the above object, the present invention discloses a multi-terminal operation data interactive transmission method, comprising:
receiving data acquisition information sent by a data acquisition end, and accessing a storage space for data records in the data acquisition end according to the data acquisition information to obtain a plurality of data interaction records corresponding to the data acquisition end in a preset time period;
screening a plurality of associated data from the plurality of data interaction records according to a preset associated data screening method, and constructing a multi-terminal data interaction relation corresponding to the data acquisition terminal according to the plurality of associated data;
determining a plurality of data transmitting ends corresponding to the data acquisition end according to the multi-end data interaction relation, and determining a data transmission route between the data acquisition end and the plurality of data transmitting ends;
acquiring original operation data in each data transmitting end of the plurality of data transmitting ends, respectively carrying out format conversion on the original operation data in each data transmitting end according to the data acquisition information, and obtaining intermediate operation data generated after the format conversion of the original operation data;
And carrying out data integration on the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmitting the target operation and maintenance data to the data acquisition end in a sub-package transmission mode.
The invention discloses a multi-terminal operation data interaction transmission method, which comprises the steps of firstly accessing a storage space for data record in a data acquisition terminal according to data acquisition information sent by the data acquisition terminal, and obtaining a plurality of pieces of data interaction record data of a preset time period of the data acquisition terminal, so that other terminals allowed to perform data interaction with the data acquisition terminal are directly determined according to the data interaction record data, thereby directly acquiring the operation data of the other terminals for interaction, avoiding the low interaction efficiency caused by the need of judging a communication protocol between terminals when multi-terminal interaction is performed in the prior art, directly determining the data acquisition terminal which is in communication connection with the data acquisition terminal through the data interaction record data, and improving the interaction efficiency.
And after the original operation and maintenance data in each data transmitting end are acquired, considering the barrier of data interaction caused by different data structures of the data acquiring end and the data transmitting end, firstly converting the data format of the original operation and maintenance data acquired by each data transmitting end according to the data acquisition information transmitted by the data acquiring end, so as to unify the data formats, solve the error of interaction caused by the non-uniform format in the prior art, improve the reliability of operation and maintenance data interaction, and after unifying the formats, the generated target operation and maintenance data are transmitted to the data acquiring end in a subpackage mode according to the data transmission route, so that the integrity of the data in the data interaction process is improved.
As a preferred example, the method for obtaining a plurality of data interaction records corresponding to the data obtaining end in a preset time period includes:
analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end, a data packet corresponding to the data acquisition information and a data format;
accessing a storage space for data records in the data acquisition terminal according to the terminal identifier, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
According to the invention, through analyzing the data acquisition information sent by the data acquisition end, on one hand, the storage space for data record in the data acquisition end is determined so that other ends for data interaction with the data acquisition end are inquired according to the data record storage space, the inefficient terminal searching is avoided, the data interaction efficiency is improved, on the other hand, the data format required to be received by the data acquisition end is determined according to the data interaction information, so that the format conversion is carried out on the acquired original data according to the data format, the obstacle existing in the data transmission process is solved, and the reliability of data transmission is improved.
As a preferred example, the screening a plurality of associated data from the plurality of data interaction records according to the preset associated data screening manner includes:
determining an associated data record from the plurality of data interaction records; the associated data records are data records with the same first terminal identifier;
and cleaning each associated data record according to the data record source and the second terminal identifier so as to obtain a plurality of associated data conforming to the data consistency in the associated data records.
According to the method, firstly, the associated data record which is in data interaction with the data acquisition end is determined according to the first terminal identifier existing in the data record, then intelligent analysis is carried out on each associated data record according to the relation among the data records in the associated data record, so that the data record with the highest probability consistent with the fact is determined, the associated data record is cleaned, and the accuracy of the data acquisition end finally determined later is improved.
As a preferred example, the constructing the multi-terminal data mapping relationship corresponding to the data acquisition terminal according to the plurality of associated data includes:
Acquiring a data interaction record corresponding to each associated data in the plurality of associated data, and determining a third terminal identification according to a first terminal behavior description in the data interaction record;
and acquiring the multi-terminal data interaction relation corresponding to the data acquisition terminal according to the first terminal identifier, the second terminal identifier and the third terminal identifier of the data interaction record.
According to the terminal two ends for carrying out data interaction contained in each piece of associated data in the data acquisition end, the other multiple ends which are indirectly or directly used for carrying out data interaction transmission with the data acquisition end and the relationship of the multiple ends for carrying out data interaction transmission with the data acquisition end are determined, so that the accuracy of the multiple ends relationship is ensured by constructing the multiple ends relationship based on the data records with consistency, the accuracy of the data interaction transmission based on the multiple ends relationship is ensured, and the efficiency of the data interaction transmission is improved.
As a preferred example, the acquiring the original operation data in each of the plurality of data transmission terminals includes:
acquiring a data format corresponding to each data transmitting end in the plurality of data transmitting ends, and determining the type of data acquisition equipment corresponding to each data transmitting end according to the data format;
Acquiring working states of all data acquisition devices corresponding to each type, and sending data acquisition instructions to the data acquisition devices in an idle state;
and controlling the data acquisition equipment to acquire the original operation and maintenance data in each corresponding data transmitting end according to the data acquisition instruction and the type corresponding to the data acquisition equipment.
According to the invention, the data acquisition terminals of different types uniformly acquire the data of different types by uniformly transmitting the acquisition instructions to the data acquisition terminals of different types respectively corresponding to the different types, so that the reduction of data acquisition efficiency and accuracy caused by different data types in the data acquisition process is avoided, the data acquisition efficiency and accuracy are improved, and the data interactive transmission efficiency is further improved.
As a preferred example, the performing format conversion on the original operation data in each data sending end according to the data collection information includes:
matching corresponding conversion rules according to data formats in the data acquisition information, extracting grammar commands from the conversion rules in a recursion mode according to nesting relations corresponding to the conversion rules, and generating grammar commands;
And according to the grammar command, extracting data from the original operation and maintenance data in each data transmitting end to obtain object operation and maintenance data, and combining the object operation and maintenance data with the target format of the conversion rule to obtain intermediate operation and maintenance data.
According to the invention, the data formats of each original operation data are unified according to the data formats of the data acquisition end, so that the problem of obstacle between data interaction caused by non-uniform formats in the prior art is solved, and the efficiency and accuracy of data interaction are improved.
As a preferred example, the data integration is performed on the intermediate operation data corresponding to each data transmitting end according to the data transmission route to obtain a target operation data, including:
the method comprises the steps that a first data transmitting end corresponding to a first terminal identifier stores intermediate operation and maintenance data of the first data transmitting end in real time, the intermediate operation and maintenance data are transmitted to a second data transmitting end corresponding to a second terminal identifier, and the second data transmitting end is triggered to update a first data statistical result corresponding to a current time interval;
determining a corresponding first target trigger time according to the current time interval, and triggering a third data transmitting end corresponding to a third terminal identifier in the multi-terminal data interaction relation at the first target trigger time to acquire interval data of the first data transmitting end; the interval data is intermediate operation and maintenance data stored by the first data transmitting end between the first target trigger time and the previous first target trigger time;
Calculating a second data statistical result according to the interval data transmitted by the third data transmitting end;
updating the first data statistical result of the second data sending end according to the second data statistical result, and determining the target operation data according to the updated first data statistical result.
According to the invention, the data interaction between different data sending ends is used for carrying out data mutual verification on the intermediate operation and maintenance data in the transmission process, so that the accuracy of operation and maintenance data transmission is improved, and the reliability of data interaction transmission is improved.
As a preferred example, the sending the target motion data to the data obtaining end by means of the sending by means of packetization includes:
the target operation data are packetized to obtain a plurality of first data packets, each first data packet in the plurality of first data packets is FEC coded, and a plurality of second data packets are generated; wherein each second data packet includes data numbering information;
each coded second data packet is respectively sent to the data acquisition end, and a confirmation packet sent by the data acquisition end after each second data packet is received;
Performing information verification and check on the confirmation packet, and sending a next second data packet to the data acquisition end according to the check result; the confirmation packet comprises data number information of the received second data packet.
According to the invention, the target data of the transport and the data are sent to the data acquisition end in a packetized mode, so that the integrity of the data in the transmission process is ensured, and the accuracy and the reliability of the data interactive transmission are improved.
On the other hand, the invention also discloses a multi-terminal operation and data interactive transmission system, which comprises a data access module, a relation construction module, a route transmission module, a format conversion module and a data interaction module;
the data access module is used for receiving data acquisition information sent by the data acquisition end, accessing a storage space for data records in the data acquisition end according to the data acquisition information, and obtaining a plurality of data interaction records corresponding to the data acquisition end in a preset time period;
the relation construction module is used for screening a plurality of pieces of associated data from the plurality of pieces of data interaction records according to a preset associated data screening method, and constructing a multi-terminal data interaction relation corresponding to the data acquisition terminal according to the plurality of pieces of associated data;
The route transmission module is used for determining a plurality of data transmission ends corresponding to the data acquisition end according to the multi-end data interaction relation, and data transmission routes between the data acquisition end and the plurality of data transmission ends;
the format conversion module is used for acquiring original operation and maintenance data in each data transmitting end in the plurality of data transmitting ends, respectively carrying out format conversion on the original operation and maintenance data in each data transmitting end according to the data acquisition information, and acquiring intermediate operation and maintenance data generated after the original operation and maintenance data are subjected to format conversion;
the data interaction module is used for integrating data of the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmitting the target operation and maintenance data to the data obtaining end in a sub-packaging transmission mode.
The multi-terminal operation data interaction transmission system disclosed by the invention is characterized in that firstly, a storage space for data record in a data acquisition terminal is accessed according to data acquisition information sent by the data acquisition terminal, and a plurality of pieces of data interaction record data of a preset time period of the data acquisition terminal are obtained, so that other terminals allowed to perform data interaction with the data acquisition terminal are directly determined according to the data interaction record data, the operation data of the other terminals are directly acquired for interaction, the problem that the interaction efficiency is low due to the fact that the judgment of a communication protocol between the terminals is needed when multi-terminal interaction is performed in the prior art is avoided, the data acquisition terminal which is in communication connection with the data acquisition terminal is directly determined through the data interaction record data, and the interaction efficiency is improved.
And after the original operation and maintenance data in each data transmitting end are acquired, considering the barrier of data interaction caused by different data structures of the data acquiring end and the data transmitting end, firstly converting the data format of the original operation and maintenance data acquired by each data transmitting end according to the data acquisition information transmitted by the data acquiring end, so as to unify the data formats, solve the error of interaction caused by the non-uniform format in the prior art, improve the reliability of operation and maintenance data interaction, and after unifying the formats, the generated target operation and maintenance data are transmitted to the data acquiring end in a subpackage mode according to the data transmission route, so that the integrity of the data in the data interaction process is improved.
As a preferable example, the data access module includes an information analysis unit and a space access unit;
the information analysis unit is used for analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end and a data format corresponding to the data acquisition information;
the space access unit is used for accessing the storage space for data records in the data acquisition end according to the terminal identification, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
According to the invention, through analyzing the data acquisition information sent by the data acquisition end, on one hand, the storage space for data record in the data acquisition end is determined so that other ends for data interaction with the data acquisition end are inquired according to the data record storage space, the inefficient terminal searching is avoided, the data interaction efficiency is improved, on the other hand, the data format required to be received by the data acquisition end is determined according to the data interaction information, so that the format conversion is carried out on the acquired original data according to the data format, the obstacle existing in the data transmission process is solved, and the reliability of data transmission is improved.
Drawings
Fig. 1: the embodiment of the invention discloses a flow diagram of a multi-terminal operation and maintenance data interactive transmission method;
fig. 2: the embodiment of the invention discloses a structural schematic diagram of a multi-terminal operation and data interaction transmission system;
fig. 3: a flow diagram of a multi-terminal operation data interactive transmission method is disclosed for a further embodiment of the invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. 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.
In a first embodiment, the present embodiment discloses a multi-terminal operation data interactive transmission method, and referring to fig. 1, as shown in fig. 1, the method mainly includes steps 101 to 105, where the steps are as follows:
step 101: and receiving data acquisition information sent by a data acquisition end, and accessing a storage space for data records in the data acquisition end according to the data acquisition information to obtain a plurality of data interaction records corresponding to the data acquisition end in a preset time period.
In this embodiment, the steps mainly include: analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end and a data format corresponding to the data acquisition information; accessing a storage space for data records in the data acquisition terminal according to the terminal identifier, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
In this embodiment, the step analyzes the data acquisition information sent by the data acquisition end, so that on one hand, the storage space for data recording in the data acquisition end is determined, and other ends for data interaction with the data acquisition end are queried according to the data recording storage space, so that inefficient terminal searching is avoided, the efficiency of data interaction is improved, on the other hand, the data format required to be received by the data acquisition end is determined according to the data interaction information, so that the format conversion is performed on the acquired original data according to the data format, the obstacle existing in the data transmission process is solved, and the reliability of data transmission is improved.
Step 102: and screening a plurality of associated data from the plurality of data interaction records according to a preset associated data screening method, and constructing a multi-terminal data interaction relation corresponding to the data acquisition terminal according to the plurality of associated data.
In this embodiment, the steps mainly include: determining an associated data record from the plurality of data interaction records; the associated data records are data records with the same first terminal identifier; and cleaning each associated data record according to the data record source and the second terminal identifier so as to obtain a plurality of associated data conforming to the data consistency in the associated data records.
After the associated data are acquired, acquiring a data interaction record corresponding to each associated data in the plurality of associated data, and determining a third terminal identification according to a first terminal behavior description in the data interaction record; and acquiring the multi-terminal data interaction relation corresponding to the data acquisition terminal according to the first terminal identifier, the second terminal identifier and the third terminal identifier of the data interaction record.
In this embodiment, the step determines, according to a first terminal identifier existing in the data record, an associated data record in which data interaction occurs with the data acquisition end, then performs intelligent analysis on each associated data record according to a relationship between each data record in the associated data record, thereby determining a data record with a maximum probability consistent with facts, cleaning the associated data record, so as to improve accuracy of a data acquisition end which is finally determined later, and then determines, according to two ends of a terminal for performing data interaction and included in each associated data in the data acquisition end, relationships of other ends which perform data interaction transmission with the data acquisition end indirectly or directly and relationships of the data interaction transmission between the data acquisition ends, so that by constructing a multiterminal relationship based on the data record with consistency, accuracy of the multiterminal relationship is ensured, accuracy of data interaction transmission based on the multiterminal relationship is ensured, and efficiency of data interaction transmission is improved.
Step 103: and determining a plurality of data transmitting ends corresponding to the data acquisition end according to the multi-end data interaction relation, and determining a data transmission route between the data acquisition end and the plurality of data transmitting ends.
Step 104: the method comprises the steps of obtaining original operation and data in each data sending end of the plurality of data sending ends, respectively carrying out format conversion on the original operation and data in each data sending end according to the data acquisition information, and obtaining intermediate operation and data generated after the format conversion of the original operation and data.
In this embodiment, the steps mainly include: acquiring a data format corresponding to each data transmitting end in the plurality of data transmitting ends, and determining the type of data acquisition equipment corresponding to each data transmitting end according to the data format; acquiring working states of all data acquisition devices corresponding to each type, and sending data acquisition instructions to the data acquisition devices in an idle state; and controlling the data acquisition equipment to acquire the original operation and maintenance data in the corresponding data transmitting end according to the data acquisition instruction and the type corresponding to the data acquisition equipment.
After the original operation and maintenance data are collected, matching corresponding conversion rules according to data formats in the data collection information, and extracting grammar commands from the conversion rules in a recursion mode according to nesting relations corresponding to the conversion rules to generate grammar commands; and according to the grammar command, extracting data from the original operation and maintenance data in each data transmitting end to obtain object operation and maintenance data, and combining the object operation and maintenance data with the target format of the conversion rule to obtain intermediate operation and maintenance data.
In this embodiment, the step sends the collection instruction to the data collection terminals of different types corresponding to different types respectively through the unified way, so that the data collection terminals of different types collect the data of different types uniformly, the low data collection efficiency and accuracy caused by different data types in the data collection process are avoided, the efficiency and accuracy of data collection are improved, the efficiency of data interaction transmission is further improved, the data format of each original operation data is unified according to the data format of the data collection terminal, the obstacle between the data interactions caused by the non-uniform formats in the prior art is solved, and the efficiency and accuracy of data interaction are improved.
Step 105: and carrying out data integration on the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmitting the target operation and maintenance data to the data acquisition end in a sub-package transmission mode.
In this embodiment, the steps mainly include: the method comprises the steps that a first data transmitting end corresponding to a first terminal identifier stores intermediate operation and maintenance data of the first data transmitting end in real time, the intermediate operation and maintenance data are transmitted to a second data transmitting end corresponding to a second terminal identifier, and the second data transmitting end is triggered to update a first data statistical result corresponding to a current time interval; determining a corresponding first target trigger time according to the current time interval, and triggering a third data transmitting end corresponding to a third terminal identifier in the multi-terminal data interaction relation at the first target trigger time to acquire interval data of the first data transmitting end; the interval data is intermediate operation and maintenance data stored by the first data transmitting end between the first target trigger time and the previous first target trigger time; calculating a second data statistical result according to the interval data transmitted by the third data transmitting end; updating the first data statistical result of the second data sending end according to the second data statistical result, and determining the target operation data according to the updated first data statistical result.
After the target operation and maintenance data are generated, the target operation and maintenance data are packetized to obtain a plurality of first data packets, each first data packet in the plurality of first data packets is FEC coded, and a plurality of second data packets are generated; wherein each second data packet includes data numbering information; each coded second data packet is respectively sent to the data acquisition end, and a confirmation packet sent by the data acquisition end after each second data packet is received; performing information verification and check on the confirmation packet, and sending a next second data packet to the data acquisition end according to the check result; the confirmation packet comprises data number information of the received second data packet.
In this embodiment, the step performs data mutual verification on the intermediate operation and maintenance data in the transmission process through data interaction between different data sending ends, so that accuracy of the operation and maintenance data transmission is improved, reliability of the data interaction transmission is improved, and the integrity of the data in the transmission process is ensured and accuracy and reliability of the data interaction transmission are improved by sending the target operation and maintenance data to the data acquisition end in a packet-by-packet mode.
On the other hand, the embodiment also discloses a multi-terminal operation and data interaction transmission system, the specific structure of the system is shown in fig. 2, and as shown in fig. 2, the system comprises a data access module 201, a relationship construction module 202, a route transmission module 203, a format conversion module 204 and a data interaction module 205;
the data access module 201 is configured to receive data acquisition information sent by a data acquisition end, and access a storage space for data records in the data acquisition end according to the data acquisition information, so as to obtain a plurality of data interaction records corresponding to the data acquisition end in a preset time period;
the relationship construction module 202 is configured to screen a plurality of associated data from the plurality of data interaction records according to a preset associated data screening method, and construct a multi-terminal data interaction relationship corresponding to the data acquisition terminal according to the plurality of associated data;
the route transmission module 203 is configured to determine, according to the multi-terminal data interaction relationship, a plurality of data transmission terminals corresponding to the data acquisition terminal, and a data transmission route between the data acquisition terminal and the plurality of data transmission terminals;
the format conversion module 204 is configured to obtain original operation and maintenance data in each of the plurality of data sending ends, and perform format conversion on the original operation and maintenance data in each of the plurality of data sending ends according to the data acquisition information, so as to obtain intermediate operation and maintenance data generated after the original operation and maintenance data are subjected to format conversion;
The data interaction module 205 is configured to integrate data of the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmit the target operation and maintenance data to the data obtaining end in a packet transmission manner.
In this embodiment, the data access module 201 includes an information analysis unit and a space access unit;
the information analysis unit is used for analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end and a data format corresponding to the data acquisition information;
the space access unit is used for accessing the storage space for data records in the data acquisition end according to the terminal identification, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
In a second embodiment, in a specific implementation manner, the present embodiment discloses a multi-terminal operation data interactive transmission method, and a specific implementation flow of the method is shown in fig. 3, and mainly includes steps 301 to 305, where the steps are as follows:
Step 301: inquiring a database of the data acquisition end according to a data acquisition instruction sent by the data acquisition end, and acquiring a data interaction record of the data acquisition end within a period of time.
In this embodiment, this step is: firstly, analyzing a data acquisition instruction sent by the data acquisition end so as to enable a terminal corresponding to the data acquisition end to acquire a data format corresponding to the data acquisition end and determine a terminal for carrying out data interaction transmission and a corresponding data format in a data transmission process through the analysis.
Preferably, after determining the terminal identifier corresponding to the data acquisition end, the database corresponding to the data acquisition end is queried according to the terminal identifier, so that a data interaction record of the data acquisition end in a near term, namely, a period of time, is found according to the data stored in the database, a data transmitting end which allows interaction with the data acquisition end is determined in an actual data interaction process of the data acquisition end, verification between the ends caused by a communication protocol in the prior art is sequentially avoided, efficiency of data interaction transmission is improved, and the data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, a data record generation time, a first terminal behavior description and a correlation relationship exists between the first terminal identifier and the second terminal identifier.
Specifically, taking a first terminal and a second terminal for data interaction as examples, when the second terminal performs data interaction with the first terminal to obtain operation and maintenance data of the first terminal, a data record a is generated according to the data interaction of the two terminals, wherein the composition of the data record a includes: first terminal identification: an identification of the first data transmitting end; and (3) a second terminal identifier: an identification of a data acquisition end; data recording source: a device of a data transmitting end; behavior description of the first terminal: the first data transmitting end transmits data to the data acquisition end or the first data transmitting end transmits data to the data acquisition end through the second data transmitting end.
Step 302: and screening the data of the plurality of data interaction records to obtain associated data corresponding to the data acquisition end, and determining a plurality of data transmission ends corresponding to the data acquisition end and data transmission routes between the data acquisition end and the plurality of data transmission ends according to the associated data.
In this embodiment, this step is: and determining an associated data record from the plurality of data interaction records, specifically, referring to the behavior description of the first data sending end, when the data of the first data sending end is sent to the data obtaining end through the second data sending end, the second data end may intercept the data of the first data end to generate a data record of the second data end, at this time, the data obtaining end obtains the same data, but the source of the data has two situations of the first data sending end and the second data sending end, for this purpose, the associated data record needs to be screened out first, then the associated data record is cleaned, incorrect associated data is removed, and real associated data is obtained, wherein the way of removing the incorrect associated data is many, preferably, the reliability of the repeated associated data can be judged, if the data source of the first data sending end is judged to be the same as the associated data source of the second data in the data obtaining process, and the second data sending end is judged to be more reliable than the associated data source of the data obtained by the data obtaining end, and the reliability of the associated data is consistent with the data obtained from the data obtaining end.
Further, after the plurality of associated data are acquired, other ends in the process of carrying out data interaction transmission between the data transmitting end and the data acquiring end and other ends for transfer are determined according to the data record corresponding to each associated data, then terminal identifiers of the other ends are acquired, so that the plurality of data transmitting ends corresponding to the data transmitting process are determined according to the terminal identifiers, then data transmitted by a first data transmitting end are transmitted to the data acquiring end through a second data transmitting end according to the data behavior description in the data record, and then the data transmission route of the first data transmitting end is the first data transmitting end-the second data transmitting end-the data acquiring end.
Step 303: and acquiring original operation and maintenance data in each data transmitting end, and converting the format of the original operation and maintenance data according to the data acquisition instruction to generate intermediate operation and maintenance data corresponding to each data transmitting end.
In this embodiment, this step is: after determining that the data acquisition end acquires a plurality of terminal sources of data, namely the data transmission end, in order to improve the data acquisition efficiency, different data acquisition devices are used for respectively acquiring corresponding data based on data types corresponding to different data transmission ends, specifically, when the data type corresponding to the data transmission end is image data, an acquisition instruction is sent to an image acquisition device for acquiring the image data at the moment, and according to the acquisition instruction, the image acquisition device starts to acquire the image data.
Further, after the data acquisition device acquires the acquisition instruction, before acquiring the data, determining whether to start acquiring the data according to the current state of the data acquisition device, and under the condition that the image acquisition device is in the rest occupied state while receiving the acquisition instruction, executing the acquisition task corresponding to the received acquisition instruction after the image acquisition device finishes the current process, or inquiring the image acquisition device with idle current state data according to the state data space of the image acquisition device, sending the acquisition instruction to the idle image acquisition device to start executing the data acquisition task.
Further, after each data acquisition device acquires the original operation data of the corresponding data transmitting end, format conversion is performed on the original operation data according to the data format in the data acquisition instruction of the data acquisition end, so that the data with different formats are converted into the data format of the data acquisition end, the data transmission requirements of the data acquisition end are met, and specifically, the corresponding conversion rules are matched according to the data format of the data acquisition end, wherein the data format can be written in a character mode, so that language specifications of most data structures, such as XML, JSON and the like, are supported, and the data format requirements of different data acquisition ends are met.
And then matching corresponding conversion rules according to the data format, in particular to obtaining the corresponding conversion rules according to the data format in a mode of rule matching, text language recognition or machine learning automatic recognition and the like, extracting grammar commands from the conversion rules in a recursion mode according to a nesting relation corresponding to the conversion rules, and generating the grammar commands so as to comprehensively and effectively obtain the grammar commands, provide comprehensive information support for forming a target data format and contribute to improving the accuracy of data format conversion.
And extracting data from the original operation and maintenance data according to the grammar command, preferably, converting the data in the original operation and maintenance data into an object data variable value through a variable analysis grammar command, then combining the object data with the object data variable value according to a target format corresponding to the conversion rule to generate intermediate operation and maintenance data after the original operation and maintenance data are subjected to structural conversion, specifically, combining the target format with the object data variable value to convert the data into an XML data format by taking the conversion into an example, and combining the object data in the cache with the target format in sequence in a cyclic mode to obtain the intermediate operation and maintenance data corresponding to the target data format.
Step 304: and aggregating the intermediate operation data according to the transmission route to generate target operation data, and sending the target operation data to the data acquisition end in a sub-package sending mode.
In this embodiment, this step is: and storing the intermediate operation and maintenance data of the first data transmitting end based on the first data transmitting end corresponding to the first terminal identifier in real time, transmitting the intermediate operation and maintenance data to the second data transmitting end corresponding to the second terminal identifier, and triggering the second data transmitting end to update a first data statistical result corresponding to the current time interval.
For example, taking the example that the first data sending end sends the data to the data obtaining end through the second data sending end, the data sent by the first data sending end is stored corresponding to the first data sending end, and the card punching record can be transmitted to the terminal corresponding to the data obtaining end.
In order to objectively determine the service performance of the second terminal in the current time interval, the first data statistics result is corrected, the third terminal, that is, the third data transmitting end which performs data transmission on the first data transmitting end in the data transmission process according to the first data transmitting end, extracts interval data of the first data transmitting end in the current time interval at the end of the current time interval, so as to correct the service performance of the second data transmitting end according to the rechecking result, calculate the second data statistics result according to the interval data transmitted by the third terminal, update the first data statistics result according to the second data statistics result, and determine the target operation data according to the updated first data statistics result.
After the target operation and maintenance data are determined, the target operation and maintenance data are packetized in consideration of the size limitation of the data received by different data acquisition ends, a plurality of first data packets are obtained, and optionally, each first data packet is subjected to FEC coding.
The coding parameter setting of the FEC is 30% coding redundancy, namely, FEC coding is carried out on the N data packets, namely, the number of FEC coding packets is increased by 30% redundancy, so that if the data packets are damaged in the data transmission process, the data packets can be repaired according to the redundancy, meanwhile, coding information is added to each packet, so that the subsequent data acquisition end combines the data packets according to the coding information, and the coded data packets are sent to the data acquisition end one by one.
After receiving the data packet, the data acquisition end performs information verification on the received data packet, and sends a confirmation packet so as to enable the data packet to be sent one by one according to the confirmation packet, thereby guaranteeing the integrity of data sending, meanwhile, when the detection number finds that the data packet is lost in the data sending process, the lost data is less than N.times.30%, and the lost data can be restored by using the FEC coding redundancy packet to perform an assembly process.
According to the multi-terminal operation data interaction transmission method and system, firstly, the storage space for data records in the data acquisition terminal is accessed according to data acquisition information sent by the data acquisition terminal, and a plurality of pieces of data interaction record data of the data acquisition terminal in a preset time period are obtained, so that other terminals allowed to interact with the data acquisition terminal are directly determined according to the data interaction record data, operation data of the other terminals are directly acquired for interaction, the problem that interaction efficiency is low due to the fact that the judgment of a communication protocol between the terminals is needed when multi-terminal interaction is carried out in the prior art is avoided, the data acquisition terminal which is in communication connection with the data acquisition terminal is directly determined through the data interaction record data, and interaction efficiency is improved.
And after the original operation and maintenance data in each data transmitting end are acquired, considering the barrier of data interaction caused by different data structures of the data acquiring end and the data transmitting end, firstly converting the data format of the original operation and maintenance data acquired by each data transmitting end according to the data acquisition information transmitted by the data acquiring end, so as to unify the data formats, solve the error of interaction caused by the non-uniform format in the prior art, improve the reliability of operation and maintenance data interaction, and after unifying the formats, the generated target operation and maintenance data are transmitted to the data acquiring end in a subpackage mode according to the data transmission route, so that the integrity of the data in the data interaction process is improved.
The foregoing embodiments have been provided for the purpose of illustrating the general principles of the present invention, and are not to be construed as limiting the scope of the invention. It should be noted that any modifications, equivalent substitutions, improvements, etc. made by those skilled in the art without departing from the spirit and principles of the present invention are intended to be included in the scope of the present invention.

Claims (8)

1. A multi-terminal operation and data interactive transmission method, comprising:
receiving data acquisition information sent by a data acquisition end, and accessing a storage space for data records in the data acquisition end according to the data acquisition information to obtain a plurality of data interaction records corresponding to the data acquisition end in a preset time period;
screening a plurality of associated data from the plurality of data interaction records according to a preset associated data screening method, and constructing a multi-terminal data interaction relation corresponding to the data acquisition terminal according to the plurality of associated data;
determining a plurality of data transmitting ends corresponding to the data acquisition end according to the multi-end data interaction relation, and determining a data transmission route between the data acquisition end and the plurality of data transmitting ends;
Acquiring original operation data in each data transmitting end of the plurality of data transmitting ends, respectively carrying out format conversion on the original operation data in each data transmitting end according to the data acquisition information, and obtaining intermediate operation data generated after the format conversion of the original operation data;
performing data integration on the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmitting the target operation and maintenance data to the data acquisition end in a sub-packaging transmission mode;
the format conversion is performed on the original operation data in each data transmitting end according to the data acquisition information, including:
matching corresponding conversion rules according to data formats in the data acquisition information, extracting grammar commands from the conversion rules in a recursion mode according to nesting relations corresponding to the conversion rules, and generating grammar commands;
according to the grammar command, extracting data from the original operation and maintenance data in each data transmitting end to obtain object operation and maintenance data, and combining the object operation and maintenance data with a target format of the conversion rule to obtain intermediate operation and maintenance data;
And performing data integration on the intermediate operation data corresponding to each data transmitting end according to the data transmission route to obtain target operation data, wherein the data integration comprises the following steps:
the method comprises the steps that a first data sending end corresponding to a first terminal identifier stores intermediate operation and maintenance data of the first data sending end in real time, the intermediate operation and maintenance data are sent to a second data sending end corresponding to a second terminal identifier, and the second data sending end is triggered to update a first data statistical result corresponding to a current time interval;
determining a corresponding first target trigger time according to the current time interval, and triggering a third data transmitting end corresponding to a third terminal identifier in the multi-terminal data interaction relation at the first target trigger time to acquire interval data of the first data transmitting end; the interval data is intermediate operation and maintenance data stored by the first data transmitting end between the first target trigger time and the previous first target trigger time;
calculating a second data statistical result according to the interval data transmitted by the third data transmitting end;
updating the first data statistical result of the second data sending end according to the second data statistical result, and determining the target operation data according to the updated first data statistical result.
2. The multi-terminal operation and data interactive transmission method according to claim 1, wherein the receiving the data acquisition information sent by the data acquisition terminal, accessing the storage space for the data record in the data acquisition terminal according to the data acquisition information, and obtaining a plurality of data interactive records corresponding to the data acquisition terminal in a preset time period, comprises:
analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end and a data format corresponding to the data acquisition information;
accessing a storage space for data records in the data acquisition terminal according to the terminal identifier, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
3. The multi-terminal operation and data interactive transmission method according to claim 2, wherein the screening a plurality of associated data from the plurality of data interactive records according to a preset associated data screening manner comprises:
Determining an associated data record from the plurality of data interaction records; the associated data records are data records with the same first terminal identifier;
and cleaning each associated data record according to the data record source and the second terminal identifier so as to obtain a plurality of associated data conforming to the data consistency in the associated data records.
4. The multi-terminal operation data interactive transmission method according to claim 1, wherein said constructing the multi-terminal data interactive relationship corresponding to the data acquisition terminal according to the plurality of associated data comprises:
acquiring a data interaction record corresponding to each associated data in the plurality of associated data, and determining a third terminal identification according to a first terminal behavior description in the data interaction record;
and acquiring the multi-terminal data interaction relation corresponding to the data acquisition terminal according to the first terminal identifier, the second terminal identifier and the third terminal identifier of the data interaction record.
5. The multi-terminal operation data interactive transmission method according to claim 1, wherein said obtaining the original operation data in each of the plurality of data transmission terminals comprises:
Acquiring a data format corresponding to each data transmitting end in the plurality of data transmitting ends, and determining the type of data acquisition equipment corresponding to each data transmitting end according to the data format;
acquiring working states of all data acquisition devices corresponding to each type, and sending data acquisition instructions to the data acquisition devices in an idle state;
and controlling the data acquisition equipment to acquire the original operation and maintenance data in the corresponding data transmitting end according to the data acquisition instruction and the type corresponding to the data acquisition equipment.
6. The multi-terminal operation data interactive transmission method according to claim 1, wherein said transmitting the target operation data to the data acquisition terminal by means of subcontracting transmission comprises:
the target operation data are packetized to obtain a plurality of first data packets, each first data packet in the plurality of first data packets is FEC coded, and a plurality of second data packets are generated; wherein each second data packet includes data numbering information;
each coded second data packet is respectively sent to the data acquisition end, and a confirmation packet sent by the data acquisition end after each second data packet is received;
Performing information verification and check on the confirmation packet, and sending a next second data packet to the data acquisition end according to the check result; the confirmation packet comprises data number information of the received second data packet.
7. The multi-terminal operation and data interactive transmission system is characterized by comprising a data access module, a relation construction module, a route transmission module, a format conversion module and a data interaction module;
the data access module is used for receiving data acquisition information sent by the data acquisition end, accessing a storage space for data records in the data acquisition end according to the data acquisition information, and obtaining a plurality of data interaction records corresponding to the data acquisition end in a preset time period;
the relation construction module is used for screening a plurality of pieces of associated data from the plurality of pieces of data interaction records according to a preset associated data screening method, and constructing a multi-terminal data interaction relation corresponding to the data acquisition terminal according to the plurality of pieces of associated data;
the route transmission module is used for determining a plurality of data transmission ends corresponding to the data acquisition end according to the multi-end data interaction relation, and data transmission routes between the data acquisition end and the plurality of data transmission ends;
The format conversion module is used for acquiring original operation and maintenance data in each data transmitting end in the plurality of data transmitting ends, respectively carrying out format conversion on the original operation and maintenance data in each data transmitting end according to the data acquisition information, and acquiring intermediate operation and maintenance data generated after the original operation and maintenance data are subjected to format conversion;
the data interaction module is used for carrying out data integration on the intermediate operation and maintenance data corresponding to each data transmitting end according to the data transmission route to obtain target operation and maintenance data, and transmitting the target operation and maintenance data to the data acquisition end in a sub-packaging transmission mode;
the format conversion is performed on the original operation data in each data transmitting end according to the data acquisition information, including:
matching corresponding conversion rules according to data formats in the data acquisition information, extracting grammar commands from the conversion rules in a recursion mode according to nesting relations corresponding to the conversion rules, and generating grammar commands;
according to the grammar command, extracting data from the original operation and maintenance data in each data transmitting end to obtain object operation and maintenance data, and combining the object operation and maintenance data with a target format of the conversion rule to obtain intermediate operation and maintenance data;
And performing data integration on the intermediate operation data corresponding to each data transmitting end according to the data transmission route to obtain target operation data, wherein the data integration comprises the following steps:
the method comprises the steps that a first data sending end corresponding to a first terminal identifier stores intermediate operation and maintenance data of the first data sending end in real time, the intermediate operation and maintenance data are sent to a second data sending end corresponding to a second terminal identifier, and the second data sending end is triggered to update a first data statistical result corresponding to a current time interval;
determining a corresponding first target trigger time according to the current time interval, and triggering a third data transmitting end corresponding to a third terminal identifier in the multi-terminal data interaction relation at the first target trigger time to acquire interval data of the first data transmitting end; the interval data is intermediate operation and maintenance data stored by the first data transmitting end between the first target trigger time and the previous first target trigger time;
calculating a second data statistical result according to the interval data transmitted by the third data transmitting end;
updating the first data statistical result of the second data sending end according to the second data statistical result, and determining the target operation data according to the updated first data statistical result.
8. The multi-terminal data interactive transmission system according to claim 7, wherein the data access module comprises an information analysis unit and a space access unit;
the information analysis unit is used for analyzing the data acquisition information to obtain a terminal identifier corresponding to the data acquisition end and a data format corresponding to the data acquisition information;
the space access unit is used for accessing the storage space for data records in the data acquisition end according to the terminal identification, and acquiring a plurality of data interaction records in a preset time period stored in the data record storage space; each data interaction record comprises a first terminal identifier, a second terminal identifier, a data record source, data record generation time, a first terminal behavior description and an association relation between the first terminal identifier and the second terminal identifier.
CN202410026048.3A 2024-01-09 2024-01-09 Multi-terminal operation and maintenance data interactive transmission method and system Active CN117544676B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202410026048.3A CN117544676B (en) 2024-01-09 2024-01-09 Multi-terminal operation and maintenance data interactive transmission method and system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202410026048.3A CN117544676B (en) 2024-01-09 2024-01-09 Multi-terminal operation and maintenance data interactive transmission method and system

Publications (2)

Publication Number Publication Date
CN117544676A CN117544676A (en) 2024-02-09
CN117544676B true CN117544676B (en) 2024-04-02

Family

ID=89794222

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202410026048.3A Active CN117544676B (en) 2024-01-09 2024-01-09 Multi-terminal operation and maintenance data interactive transmission method and system

Country Status (1)

Country Link
CN (1) CN117544676B (en)

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106686689A (en) * 2017-01-16 2017-05-17 深圳万智联合科技有限公司 Method for quickly accessing wireless networks on trains
CN112114995A (en) * 2020-09-29 2020-12-22 平安普惠企业管理有限公司 Process-based terminal anomaly analysis method, device, equipment and storage medium
CN113299106A (en) * 2021-04-27 2021-08-24 华录智达科技股份有限公司 Bus arrival time prediction system based on Internet of things

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106686689A (en) * 2017-01-16 2017-05-17 深圳万智联合科技有限公司 Method for quickly accessing wireless networks on trains
CN112114995A (en) * 2020-09-29 2020-12-22 平安普惠企业管理有限公司 Process-based terminal anomaly analysis method, device, equipment and storage medium
CN113299106A (en) * 2021-04-27 2021-08-24 华录智达科技股份有限公司 Bus arrival time prediction system based on Internet of things

Also Published As

Publication number Publication date
CN117544676A (en) 2024-02-09

Similar Documents

Publication Publication Date Title
US20220187815A1 (en) Systems and methods for detecting and predicting faults in an industrial process automation system
CN108900374B (en) Data processing method and device applied to DPI equipment
CN111475370A (en) Operation and maintenance monitoring method, device and equipment based on data center and storage medium
CN111970386B (en) Internet of things communication data processing method of intelligent lamp pole
CN113381890A (en) Alarm information association method and device, electronic equipment and readable storage medium
CN104007994B (en) Updating method, upgrading method and upgrading system based on strategy storeroom interaction
CN110825768B (en) Remote television exception handling method and system based on cloud analysis
CN110932918B (en) Log data acquisition method and device and storage medium
CN111478965A (en) Method, device and system for processing device shadow
CN114449018B (en) Automatic log file uploading method and system for power acquisition terminal
CN112104670B (en) Method and device for analyzing rail transit data based on link mapping
CN108763037A (en) A kind of server monitoring management method and device
CN113242265A (en) Gateway data processing system and method and electronic equipment
CN101309178A (en) Parsing method and apparatus for automatic exchanging optical network systematic log information
CN115952455A (en) Sample data generation method, model training method and equipment fingerprint classification method
CN109783330B (en) Log processing method, log display method, and related device and system
CN117544676B (en) Multi-terminal operation and maintenance data interactive transmission method and system
US20040268318A1 (en) Expert system for intelligent testing
CN103944779B (en) A kind of WAP service features monitoring method and system
CN111427796A (en) System testing method and device and electronic equipment
CN110324208B (en) Data loss processing method, intelligent terminal and storage medium
CN105893209A (en) Monitoring method, device and system
WO2023224764A1 (en) Multi-modality root cause localization for cloud computing systems
CN115842861A (en) Edge connection device adaptation method, device and computer readable storage medium
CN110134403B (en) Configurable domain name resolution crawler frame and method based on asynchronous HTTP request

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant