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A software aging streaming monitoring system and monitoring method thereof

A software aging and monitoring system technology, applied in software testing/debugging, hardware monitoring, error detection/correction, etc., can solve problems such as high false alarm rate and missed alarm rate, and difficulty in dealing with streaming data in distributed systems.

Active Publication Date: 2022-03-25
THE 28TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP
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Problems solved by technology

[0002] At present, distributed system monitoring tools only implement simple data analysis methods, which usually use threshold-based abnormal warning or statistics-based abnormal warning. For slightly complex abnormal situations, the false alarm rate and missed alarm rate are very high.
In addition, for the problem of software aging in distributed systems, traditional software aging analysis methods are difficult to cope with the daily terabytes of streaming data in distributed systems

Method used

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  • A software aging streaming monitoring system and monitoring method thereof
  • A software aging streaming monitoring system and monitoring method thereof
  • A software aging streaming monitoring system and monitoring method thereof

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Embodiment Construction

[0020] The specific implementation manners of the present invention will be further described in detail below in conjunction with the accompanying drawings.

[0021] figure 1 It shows a software aging streaming monitoring system for memory designed by the present invention, which specifically includes multiple monitored host nodes 11, multiple data collection modules 12, distributed message queue module 13, and real-time abnormality discovery module 14 , a software aging prediction module 15 and a presentation module 16 . The data collection module 12 is respectively arranged on each monitored host node 11, and the collection module is used to collect streaming memory data on the node, specifically including physical memory, virtual machine memory, JVM memory and service usage memory. And send the data to the distributed message queue module 13 in JSON format through the Restful API interface;

[0022] The distributed message queue module 13 is used to receive the streaming ...

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Abstract

The invention provides a software aging streaming monitoring system, which belongs to the research field of distributed systems. For the host nodes in the existing distributed system, the data collection module is designed to collect the memory information of each host node and upload the information to the message queue module. Then, according to the memory data in the message queue module, the real-time exception discovery module uses the bucket algorithm to judge whether the memory in each host node is overloaded, and the software aging prediction module predicts the failure and abnormal time of each host node. Finally, the operation and maintenance personnel obtain the data processing results from the display module. The invention solves the problem of high false alarm rate and missing alarm rate of abnormal early warning based on the threshold of traditional distributed system monitoring tools, and solves the problem that the traditional software aging analysis method is difficult to cope with the daily TB-level streaming data of the distributed system.

Description

technical field [0001] The invention belongs to the real-time monitoring technology of distributed system memory, and in particular relates to a software aging streaming monitoring system for memory and a detection method thereof. Background technique [0002] At present, distributed system monitoring tools only implement simple data analysis methods, which usually use threshold-based abnormality early warning or statistics-based abnormality early warning. For slightly complex abnormal situations, the false alarm rate and missed alarm rate are very high. In addition, for the problem of software aging in distributed systems, traditional software aging analysis methods are difficult to cope with the daily terabytes of streaming data in distributed systems. Contents of the invention [0003] Purpose of the invention: The present invention provides a software aging streaming detection system that can be combined with a software aging monitoring method for memory and stream pro...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F11/36G06F11/30
CPCG06F11/3037G06F11/3688G06F11/3692
Inventor 赵靖丁峰鲁华林于靖
Owner THE 28TH RES INST OF CHINA ELECTRONICS TECH GROUP CORP
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