CN114500232A - Factory network middleware monitoring system - Google Patents
Factory network middleware monitoring system Download PDFInfo
- Publication number
- CN114500232A CN114500232A CN202210082000.5A CN202210082000A CN114500232A CN 114500232 A CN114500232 A CN 114500232A CN 202210082000 A CN202210082000 A CN 202210082000A CN 114500232 A CN114500232 A CN 114500232A
- Authority
- CN
- China
- Prior art keywords
- monitoring system
- communication data
- network middleware
- data
- time
- 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.)
- Pending
Links
- 238000012544 monitoring process Methods 0.000 title claims abstract description 59
- 238000004891 communication Methods 0.000 claims abstract description 55
- 238000004458 analytical method Methods 0.000 claims abstract description 11
- 238000000034 method Methods 0.000 claims abstract description 11
- 238000004519 manufacturing process Methods 0.000 claims abstract description 10
- 230000008569 process Effects 0.000 claims abstract description 8
- 238000012545 processing Methods 0.000 claims abstract description 8
- 230000008859 change Effects 0.000 claims abstract description 6
- 238000003384 imaging method Methods 0.000 claims abstract description 4
- 230000033772 system development Effects 0.000 claims 1
- 238000013024 troubleshooting Methods 0.000 abstract description 10
- 230000005540 biological transmission Effects 0.000 abstract description 3
- 238000007405 data analysis Methods 0.000 abstract description 3
- 238000013480 data collection Methods 0.000 abstract description 3
- 230000007246 mechanism Effects 0.000 abstract description 3
- 230000002159 abnormal effect Effects 0.000 description 7
- 230000005856 abnormality Effects 0.000 description 4
- 238000010586 diagram Methods 0.000 description 4
- 238000011161 development Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 239000004065 semiconductor Substances 0.000 description 2
- 238000013499 data model Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 230000006870 function Effects 0.000 description 1
- 238000011835 investigation Methods 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000001259 photo etching Methods 0.000 description 1
- 238000010223 real-time analysis Methods 0.000 description 1
- 238000011160 research Methods 0.000 description 1
- 238000012800 visualization Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0654—Management of faults, events, alarms or notifications using network fault recovery
- H04L41/0668—Management of faults, events, alarms or notifications using network fault recovery by dynamic selection of recovery network elements, e.g. replacement by the most appropriate element after failure
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0677—Localisation of faults
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/04—Processing captured monitoring data, e.g. for logfile generation
- H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
- H04L43/0805—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters by checking availability
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Data Mining & Analysis (AREA)
- Environmental & Geological Engineering (AREA)
- Testing And Monitoring For Control Systems (AREA)
Abstract
A plant network middleware monitoring system, comprising: the notification message module is used for communicating data from each system server in the factory computer integrated manufacturing; the monitoring system collects the communication data in each notification message module through an enterprise intranet and carries out operation analysis on the communication data; the database stores the communication data subjected to the operation analysis by the monitoring system and is used for processing the communication data with the time tag; and the instrument panel is used for displaying the real-time communication data acquired by the monitoring system in an imaging manner, and a user checks the change trend of the communication data along with the time through various charts, analyzes and searches problems. The invention not only provides effective network transmission data, simplifies the complex process of the prior network abnormity troubleshooting, and greatly improves the troubleshooting problem solving speed, thereby reducing the loss caused by communication abnormity, but also establishes an effective early warning mechanism through data collection and analysis, and effectively monitors the real-time state of network communication.
Description
Technical Field
The invention relates to the technical field of computer software development in semiconductor manufacturing, in particular to a factory network middleware monitoring system.
Background
As is known, in the semiconductor manufacturing process, the communication abnormality is often intermittent short-time abnormality, and the network switch cannot provide detailed logs for abnormality analysis and monitoring, so IT usually cannot find the problem until the abnormality occurs and has affected the FAB production line, and then starts to make corresponding investigation and adjustment by experience. However, there is no quantifiable data or basis for supporting the correct direction of the problem found in each survey, and there is no way to pre-warn and monitor the problem during the survey and adjustment.
At present, a factory only has monitoring services for a single software application server, and for a large-area abnormal communication situation, only the corresponding network address state, the equipment with abnormal communication and the software application server where the abnormal communication equipment is located can be checked one by one for the occurred situation, so as to try to find the root cause of the abnormal communication. Obviously, it takes a lot of time and labor to perform the problem troubleshooting, which is disadvantageous for recovering the production.
The search for a monitoring system capable of knowing the network status in real time and performing real-time monitoring and early warning on the critical data has become one of the technical problems to be solved urgently by those skilled in the art.
Therefore, aiming at the problems in the prior art, the designer of the scheme actively researches and improves by means of years of experience in the industry, and then the invention provides the factory network middleware monitoring system.
Disclosure of Invention
The invention provides a factory network middleware monitoring system aiming at the defects that in the prior art, a traditional problem troubleshooting method adopted after communication failure not only consumes a large amount of time and labor, but also recovers production and is unfavorable and the like.
To achieve the objective of the present invention, the present invention provides a factory network middleware monitoring system, including: the communication data of the notification message module come from each system server in the factory computer integrated manufacturing; the monitoring system collects the communication data in each notification message module through an enterprise intranet and performs operation analysis on the communication data; the database stores the communication data subjected to the operation analysis by the monitoring system and is used for processing the communication data with the time tag; and the instrument panel is used for displaying the real-time communication data acquired by the monitoring system in an imaging manner, and a user checks the change trend of the communication data along with the time through various charts, analyzes and searches problems.
Optionally, the plant network middleware reports the working data statistics of the background processes of the servers and the warning and error notification through an asynchronous notification message module during operation.
Optionally, the communication data is issued through a designated information communication address.
Optionally, the factory network middleware monitoring system acquires the communication data by subscribing to a required information communication address.
Optionally, the factory network middleware monitoring system captures two types of data in the notification message module, where the first type of host. Second, Retransmission (Retransmission) data.
Optionally, the snapshot message includes a running time, a number of clients, a number of received/transmitted messages, a number of received/transmitted packets, a number of received/transmitted bytes, a number of missing packets, a number of lost packets, and a number of retransmitted packets.
Optionally, the monitoring system is custom developed based on a middleware software application program interface using Java language.
Optionally, the monitoring system is developed by using a Spring Boot 2.0 framework.
Optionally, the database is a time-series database infiluxdb.
Optionally, the factory network middleware monitoring system implements a dashboard using open-source Grafana.
In summary, the factory network middleware monitoring system of the invention not only provides effective network transmission data, simplifies the complex process of the previous network abnormity troubleshooting, and greatly improves the speed of troubleshooting and problem solving, thereby reducing the loss caused by communication abnormity, but also establishes an effective early warning mechanism through data collection and analysis, and effectively monitors the real-time state of network communication.
Drawings
FIG. 1 is a schematic diagram of a framework of a plant network middleware monitoring system according to the present invention;
FIG. 2 is a schematic diagram of a monitoring method of the plant network middleware monitoring system according to an embodiment of the present invention.
Detailed Description
The invention will be described in detail with reference to the following embodiments and drawings for illustrating the technical content, structural features, and achieved objects and effects of the invention.
Referring to fig. 1, fig. 1 is a schematic diagram of a framework structure of a factory network middleware monitoring system according to the present invention. The factory network middleware monitoring system comprises:
a notification message module 11, wherein the communication data of the notification message module 11 come from each system server in the factory computer integrated manufacturing;
the monitoring system 12 collects the communication data in each notification message module 11 through the intranet 10, and performs operation analysis on the communication data;
the database 13 is used for storing the communication data subjected to the operation analysis by the monitoring system 12 and processing the communication data with the time tag;
and the instrument panel 14 is used for displaying the real-time communication data acquired by the monitoring system 12 in an imaging manner, and a user checks the change trend of the communication data along with the time through various charts, analyzes and searches problems.
As those skilled in the art will readily understand, the plant network middleware (TIBCO RV) reports the working data statistics of each server background process (Daemon) and the warnings and errors notification through an asynchronous notification message module (Advisory message), i.e. a communication information report of the network middleware (TIBCO RV) software, while running. The communication data are published through a designated information communication address (Subject), and the factory network middleware monitoring system acquires the communication data through subscribing the required information communication address (Subject). The factory network middleware monitoring system provided by the invention stores the key communication data, performs operation analysis, creates an effective data model, and shows the network communication state in a chart mode, thereby realizing monitoring and early warning of the key communication data.
As a specific implementation manner, for the notification message module 11, the plant network middleware monitoring system captures two types of data in the notification message module 11, specifically: status data, i.e., each server background process (Daemon) periodically issues snapshot messages at run-time. The snapshot message contains various working data accumulated since the server background process (Daemon) started, such as, but not limited to: running time, number of clients, number of messages received/sent, number of packets received/sent, number of bytes received/sent, number of missing packets, number of packets lost, number of retransmitted packets, and the like. In the second category, Retransmission (Retransmission) data is performed, and when a RV message is retransmitted, a sender and a receiver issue the message respectively, there are 4 types of sub-messages in total, and the IP address of the sender or the other party and the number of lost message packets can be obtained through the message.
For the monitoring system 12, the monitoring system 12 receives the data information of the notification message module 11 through the intranet 10 and writes the data information into the database 13. The listening system 12 is custom developed based on RV API (middleware software application program interface) using Java language (computer programming language). In order to improve the development efficiency and facilitate subsequent function expansion, a Spring Boot 2.0 framework (framework based on JAVA language) is adopted for development.
For the database 13, a time series database is used: InfluxDB. A Time Series Database (Time Series Database) is mainly used for processing data with Time tags (which change in Time sequence, i.e., Time-Series). The time sequence data is mainly used for data collected and generated by large-scale systems in various industries in real time monitoring, checking and analyzing equipment. More specifically, the infiluxdb is an open-source time-series database developed by infiluxdata, and is dedicated to high-performance reading, high-performance writing, efficient storage, real-time analysis, and the like of mass time-series data.
For the Dashboard (Dashboard)14, the plant network middleware monitoring system preferably implements the Dashboard using open source Grafana. The Grafana is an open source application written by using the Go language, is a cross-platform measurement analysis and visualization tool, and can inquire and visually display acquired data and timely notify the acquired data. The real-time data collected by the monitoring system 12 is graphically displayed through the dashboard 14. The user can conveniently check the change trend of the data along with the time through various charts, analyze and search problems.
In order to more intuitively disclose the technical solution of the present invention, the monitoring system of the factory network middleware is now described with reference to the specific embodiments. In the specific embodiment, the network fault type, the fault reason, the fault handling manner, etc. are only examples, and should not be construed as limiting the technical solution of the present invention.
Referring to fig. 2 in conjunction with fig. 1, fig. 2 is a schematic diagram illustrating a monitoring method of a factory network middleware monitoring system according to an embodiment of the present invention. When an IT person receives a network fault notification from a production person, the IT person finds that a plurality of photoetching devices are disconnected, checks the monitoring system, and finds that packet loss data of a plurality of EAP server network service middleware (TIBCO RV) at the disconnection time point are greatly increased compared with the conventional packet loss data. According to the data display, the situation that all the servers do not exist the same is known. After recording and troubleshooting abnormal servers, the same fault reason is obtained, namely, the networks of all the abnormal servers are all linked on the same network switch, and then after confirming that the network switch has problems, the abnormal servers are switched to the switch which normally works, so that the emergency problem is effectively solved. The time consumed for troubleshooting and processing of the network faults is controlled within 2h, compared with a traditional processing mode, the efficiency of judging and processing the network faults is improved remarkably, and meanwhile, the influence and loss caused by abnormity are greatly reduced.
In summary, the factory network middleware monitoring system of the invention not only provides effective network transmission data, simplifies the complex process of the previous network abnormity troubleshooting, and greatly improves the speed of troubleshooting and problem solving, thereby reducing the loss caused by communication abnormity, but also establishes an effective early warning mechanism through data collection and analysis, and effectively monitors the real-time state of network communication.
It will be apparent to those skilled in the art that various modifications and variations can be made in the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention cover the modifications and variations of this invention provided they come within the scope of the appended claims and their equivalents.
Claims (10)
1. A plant network middleware monitoring system, comprising:
the communication data of the notification message module come from each system server in the factory computer integrated manufacturing;
the monitoring system collects the communication data in each notification message module through an enterprise intranet and performs operation analysis on the communication data;
the database stores the communication data subjected to the operation analysis by the monitoring system and is used for processing the communication data with the time tag;
and the instrument panel is used for displaying the real-time communication data acquired by the monitoring system in an imaging manner, and a user checks the change trend of the communication data along with the time through various charts, analyzes and searches problems.
2. The plant network middleware monitoring system of claim 1, wherein the plant network middleware reports the working data statistics of the background processes of the respective servers, and the notifications of warnings and errors, through asynchronous notification message modules at run-time.
3. The system as claimed in claim 2, wherein the communication data is distributed through a designated information communication address.
4. The plant network middleware monitoring system of claim 2, wherein the plant network middleware monitoring system obtains the communication data by subscribing to a desired information communication address.
5. The plant network middleware monitoring system of claim 1, wherein the plant network middleware monitoring system captures two types of data in the notification message module, a first type of host. Second, Retransmission (Retransmission) data.
6. The plant network middleware monitoring system of claim 5, wherein the snapshot message includes a running time, a number of clients, a number of messages received/sent, a number of packets received/sent, a number of bytes received/sent, a number of missing packets, a number of lost packets, a number of retransmitted packets.
7. The factory network middleware monitoring system of claim 1, wherein the listening system is custom developed based on a middleware software application program interface using Java language.
8. The plant network middleware monitoring system of claim 7, wherein the listening system development employs a Spring Boot 2.0 framework.
9. The plant network middleware monitoring system of claim 1, wherein the database employs a time series database infiluxdb.
10. The plant network middleware monitoring system of claim 1, which implements a dashboard using open source Grafana.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210082000.5A CN114500232A (en) | 2022-01-24 | 2022-01-24 | Factory network middleware monitoring system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202210082000.5A CN114500232A (en) | 2022-01-24 | 2022-01-24 | Factory network middleware monitoring system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN114500232A true CN114500232A (en) | 2022-05-13 |
Family
ID=81475535
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202210082000.5A Pending CN114500232A (en) | 2022-01-24 | 2022-01-24 | Factory network middleware monitoring system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN114500232A (en) |
Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101883094A (en) * | 2010-05-21 | 2010-11-10 | 浙江工业大学 | Embedded universal plug and play industrial monitoring network database service system |
| CN102916839A (en) * | 2012-10-26 | 2013-02-06 | 南宁职业技术学院 | Automatic monitoring system for agricultural work in sugarhouse |
| CN103400237A (en) * | 2013-08-14 | 2013-11-20 | 上海华力微电子有限公司 | System and method for managing Runcard made of semiconductor |
| CN104219306A (en) * | 2014-09-02 | 2014-12-17 | 上海华力微电子有限公司 | Monitoring system for message-oriented middleware |
| CN104426929A (en) * | 2013-08-23 | 2015-03-18 | 深圳市昆特科技有限公司 | monitoring and management system |
| CN105282772A (en) * | 2015-09-10 | 2016-01-27 | 北京爱可生通信技术有限公司 | Wireless network data communication equipment monitoring system and equipment monitoring method |
| US20160261482A1 (en) * | 2015-03-04 | 2016-09-08 | Fisher-Rosemount Systems, Inc. | Anomaly detection in industrial communications networks |
| CN106294852A (en) * | 2016-08-22 | 2017-01-04 | 上海华力微电子有限公司 | A kind of method that monitors for a long time to storage data |
| CN107943668A (en) * | 2017-12-15 | 2018-04-20 | 江苏神威云数据科技有限公司 | Computer server cluster daily record monitoring method and monitor supervision platform |
| CN108415381A (en) * | 2018-02-10 | 2018-08-17 | 苏州宏软信息技术有限公司 | A kind of distributed and remote control system and monitoring method for machine shop |
| CN109783322A (en) * | 2018-11-22 | 2019-05-21 | 远光软件股份有限公司 | A kind of monitoring analysis system and its method of enterprise information system operating status |
| CN110501965A (en) * | 2019-07-18 | 2019-11-26 | 浙江工业大学 | Based on the acquisition of Embedded remote PLC data and early warning system |
| KR102085655B1 (en) * | 2019-06-17 | 2020-03-06 | 김혜리 | Industrial PLC Interlock and Smart Factory Monitering System by Using PLC Gateway and A/S Maintenance by Using PLC Gateway |
| KR102334965B1 (en) * | 2020-05-26 | 2021-12-03 | 타이아(주) | Predictive maintenance system for efficient management of factory automation equipment and productivity improvement |
| CN113849483A (en) * | 2021-09-29 | 2021-12-28 | 中国兵器装备集团自动化研究所有限公司 | Real-time database system architecture for intelligent factory |
-
2022
- 2022-01-24 CN CN202210082000.5A patent/CN114500232A/en active Pending
Patent Citations (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101883094A (en) * | 2010-05-21 | 2010-11-10 | 浙江工业大学 | Embedded universal plug and play industrial monitoring network database service system |
| CN102916839A (en) * | 2012-10-26 | 2013-02-06 | 南宁职业技术学院 | Automatic monitoring system for agricultural work in sugarhouse |
| CN103400237A (en) * | 2013-08-14 | 2013-11-20 | 上海华力微电子有限公司 | System and method for managing Runcard made of semiconductor |
| CN104426929A (en) * | 2013-08-23 | 2015-03-18 | 深圳市昆特科技有限公司 | monitoring and management system |
| CN104219306A (en) * | 2014-09-02 | 2014-12-17 | 上海华力微电子有限公司 | Monitoring system for message-oriented middleware |
| US20160261482A1 (en) * | 2015-03-04 | 2016-09-08 | Fisher-Rosemount Systems, Inc. | Anomaly detection in industrial communications networks |
| CN105282772A (en) * | 2015-09-10 | 2016-01-27 | 北京爱可生通信技术有限公司 | Wireless network data communication equipment monitoring system and equipment monitoring method |
| CN106294852A (en) * | 2016-08-22 | 2017-01-04 | 上海华力微电子有限公司 | A kind of method that monitors for a long time to storage data |
| CN107943668A (en) * | 2017-12-15 | 2018-04-20 | 江苏神威云数据科技有限公司 | Computer server cluster daily record monitoring method and monitor supervision platform |
| CN108415381A (en) * | 2018-02-10 | 2018-08-17 | 苏州宏软信息技术有限公司 | A kind of distributed and remote control system and monitoring method for machine shop |
| CN109783322A (en) * | 2018-11-22 | 2019-05-21 | 远光软件股份有限公司 | A kind of monitoring analysis system and its method of enterprise information system operating status |
| KR102085655B1 (en) * | 2019-06-17 | 2020-03-06 | 김혜리 | Industrial PLC Interlock and Smart Factory Monitering System by Using PLC Gateway and A/S Maintenance by Using PLC Gateway |
| CN110501965A (en) * | 2019-07-18 | 2019-11-26 | 浙江工业大学 | Based on the acquisition of Embedded remote PLC data and early warning system |
| KR102334965B1 (en) * | 2020-05-26 | 2021-12-03 | 타이아(주) | Predictive maintenance system for efficient management of factory automation equipment and productivity improvement |
| CN113849483A (en) * | 2021-09-29 | 2021-12-28 | 中国兵器装备集团自动化研究所有限公司 | Real-time database system architecture for intelligent factory |
Non-Patent Citations (2)
| Title |
|---|
| 张靖欣;: "数据库及中间件自动化运维监测系统的研究", 科技经济导刊, no. 27, 25 September 2018 (2018-09-25) * |
| 王洁;王洋;曾宇;: "机群并行数据库的动态监控关键技术", 计算机工程, no. 21, 5 November 2007 (2007-11-05) * |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11657309B2 (en) | Behavior analysis and visualization for a computer infrastructure | |
| CN113614666A (en) | System and method for detecting and predicting faults in an industrial process automation system | |
| US7525422B2 (en) | Method and system for providing alarm reporting in a managed network services environment | |
| US8799722B2 (en) | Business to business network management event detection and response system and method | |
| US11297144B2 (en) | Systems and methods for operation management and monitoring of bots | |
| US7426654B2 (en) | Method and system for providing customer controlled notifications in a managed network services system | |
| US8499204B2 (en) | Method and apparatus for maintaining the status of objects in computer networks using virtual state machines | |
| US7600160B1 (en) | Method and apparatus for identifying problems in computer networks | |
| CN113328872B (en) | Fault repairing method, device and storage medium | |
| CN101197621B (en) | Method and system for remote diagnosing and locating failure of network management system | |
| US20060233311A1 (en) | Method and system for processing fault alarms and trouble tickets in a managed network services system | |
| CN105320585A (en) | Method and device for achieving application fault diagnosis | |
| CN100549975C (en) | Computer maintenance support system and analysis server | |
| CN108521339A (en) | A kind of reaction type node failure processing method and system based on cluster daily record | |
| CN111052087B (en) | Control system, information processing apparatus, and recording medium | |
| CN113721581A (en) | Fault diagnosis display device and method based on critical path | |
| CN114500232A (en) | Factory network middleware monitoring system | |
| CN112260902A (en) | Network equipment monitoring method, device, equipment and storage medium | |
| CN112015622A (en) | Message link tracking and monitoring method and system applied to business middle station | |
| CN113254313A (en) | Monitoring index abnormality detection method and device, electronic equipment and storage medium | |
| CN114428715A (en) | Log processing method, device and system and storage medium | |
| CN114513398B (en) | Network equipment alarm processing method, device, equipment and storage medium | |
| JP7442751B1 (en) | Control program, supervisory control system, gateway device and control method | |
| CN115296976B (en) | Internet of things equipment fault detection method, device, equipment and storage medium | |
| CN116204386B (en) | Method, system, medium and equipment for automatically identifying and monitoring application service relationship |
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 |