Title:
STREAM PROCESSING-BASED MONITORING INDEX ABNORMALITY DETECTION METHOD, DEVICE AND EQUIPMENT
Document Type and Number:
WIPO Patent Application WO/2020/147480
Kind Code:
A1
Abstract:
A stream processing-based monitoring index abnormality detection method, device and equipment, the method comprising: acquiring index information of a target monitoring index from within log information to form stream data (S102); reading the stream data in a stream, and aggregating the read stream data to an aggregate window of designated dimensions (S104); and according to a pre-determined trigger condition, detecting abnormalities in the stream data within said aggregate window so as to determine whether an abnormality has occurred in the target monitoring index (S106). By means of integrating an abnormality detection algorithm into a stream processing platform, real-time abnormality detection is carried out for data in the form of a stream, which may achieve minute-level and even second-level abnormality detection for a huge volume of data.
More Like This:
Inventors:
ZHAO XIAOSONG (CN)
WANG SHAOHUA (CN)
YOU YONGSHENG (CN)
CHEN ZHI (CN)
ZHOU YANG (CN)
HUO YANGYANG (CN)
YANG SHUBO (CN)
WANG SHAOHUA (CN)
YOU YONGSHENG (CN)
CHEN ZHI (CN)
ZHOU YANG (CN)
HUO YANGYANG (CN)
YANG SHUBO (CN)
Application Number:
PCT/CN2019/125937
Publication Date:
July 23, 2020
Filing Date:
December 17, 2019
Export Citation:
Assignee:
ALIBABA GROUP HOLDING LTD (CN)
International Classes:
G06F11/30; G06F11/32
Foreign References:
| CN110058977A | 2019-07-26 | |||
| CN105812202A | 2016-07-27 | |||
| CN108683560A | 2018-10-19 | |||
| CN103546514A | 2014-01-29 |
Attorney, Agent or Firm:
BEIJING BESTIPR INTELLECTUAL PROPERTY LAW CORPORATION (CN)
Download PDF: