Title:
SERVER PERFORMANCE MONITORING METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/051945
Kind Code:
A1
Abstract:
A server performance monitoring method and apparatus, and a computer device and a storage medium. The method comprises: obtaining a server target performance data set, and using a trained Gaussian mixture hidden Markov model to perform state labeling on each piece of performance data in the target performance data set to obtain a target label sequence, so as to implement state labeling of the performance data, facilitating subsequent performance evaluation and trend prediction according to the state labeling; then performing data sharding on the target labeling sequence to obtain a target subsequence corresponding to the target performance data set; finally, by means of dynamic programming, obtaining performance trend information corresponding to the target subsequence as performance prediction information, comparing the performance prediction information with a preset threshold range, and according to the comparison result, determining whether early warning is performed, so as to improve the efficiency of server performance monitoring, and also facilitate timely early warning when the performance trend is abnormal, thereby improving the timeliness of early warning.
Inventors:
LI ZHENGYANG (CN)
ZHANG PENG (CN)
ZHANG PENG (CN)
Application Number:
PCT/CN2020/099516
Publication Date:
March 25, 2021
Filing Date:
June 30, 2020
Export Citation:
Assignee:
PING AN TECH SHENZHEN CO LTD (CN)
International Classes:
G06F11/30; G06F11/34
Foreign References:
| CN110825579A | 2020-02-21 | |||
| CN105843733A | 2016-08-10 | |||
| CN105511944A | 2016-04-20 | |||
| CN107409075A | 2017-11-28 | |||
| CN104504296A | 2015-04-08 | |||
| US20190228324A1 | 2019-07-25 |
Attorney, Agent or Firm:
SL INTELLECTUAL PROPERTY CO., LTD. (CN)
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