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1. WO2020134032 - METHOD FOR DETECTING ABNORMALITY OF SERVICE SYSTEM, AND APPARATUS THEREFOR

Publication Number WO/2020/134032
Publication Date 02.07.2020
International Application No. PCT/CN2019/096274
International Filing Date 17.07.2019
IPC
H04L 29/06 2006.01
HELECTRICITY
04ELECTRIC COMMUNICATION TECHNIQUE
LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
29Arrangements, apparatus, circuits or systems, not covered by a single one of groups H04L1/-H04L27/136
02Communication control; Communication processing
06characterised by a protocol
CPC
G06F 11/3072
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
30Monitoring
3065Monitoring arrangements determined by the means or processing involved in reporting the monitored data
3072where the reporting involves data filtering, e.g. pattern matching, time or event triggered, adaptive or policy-based reporting
G06F 11/3452
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
30Monitoring
34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; ; Recording or statistical evaluation of user activity, e.g. usability assessment
3452Performance evaluation by statistical analysis
G06K 9/6218
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
6217Design or setup of recognition systems and techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
6218Clustering techniques
G06K 9/66
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
KRECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62Methods or arrangements for recognition using electronic means
64using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix
66references adjustable by an adaptive method, e.g. learning
Applicants
  • 中国银联股份有限公司 CHINA UNIONPAY CO., LTD. [CN]/[CN]
Inventors
  • 蒋丹妮 JIANG, Danni
  • 何东杰 HE, Dongjie
  • 茅毓铭 MAO, Yuming
  • 张高磊 ZHANG, Gaolei
  • 周雍恺 ZHOU, Yongkai
Agents
  • 中国专利代理(香港)有限公司 CHINA PATENT AGENT (HK) LTD.
Priority Data
201811622495.628.12.2018CN
Publication Language Chinese (ZH)
Filing Language Chinese (ZH)
Designated States
Title
(EN) METHOD FOR DETECTING ABNORMALITY OF SERVICE SYSTEM, AND APPARATUS THEREFOR
(FR) PROCÉDÉ DE DÉTECTION D'ANOMALIE DE SYSTÈME DE SERVICE, ET APPAREIL ASSOCIÉ
(ZH) 用于检测业务系统异常的方法及其装置
Abstract
(EN)
The present invention relates to computer technology, and in particular, to a method for detecting an abnormality of a service system, an apparatus for implementing the method, and a computer readable storage medium. The method for detecting an abnormality of a service system according to one aspect of the present invention comprises the following steps: A) determining feature vectors of past values of monitoring indexes; and B) performing cluster analysis on the feature vectors to obtain one or more frequent patterns for determining whether the service system is abnormal, the feature vectors being related to the fluctuation of the monitoring indexes and the correlation between the monitoring indexes.
(FR)
La présente invention concerne la technologie informatique, et en particulier un procédé de détection d'une anomalie d'un système de service, un appareil servant à mettre en œuvre le procédé, et un support de stockage lisible par ordinateur. Le procédé de détection d'une anomalie d'un système de service selon un aspect de la présente invention comprend les étapes suivantes : A) détermination de vecteurs de caractéristiques de valeurs passées d'indices de surveillance ; et B) réalisation d'une analyse par groupe sur les vecteurs de caractéristiques pour obtenir un ou plusieurs motifs fréquents servant à déterminer si le système de service est anormal, les vecteurs de caractéristiques étant liés à la fluctuation des indices de surveillance et à la corrélation entre les indices de surveillance.
(ZH)
本发明涉及计算机技术,具体涉及用于检测业务系统异常的方法、实现该方法的装置和计算机可读存储介质。按照本发明一个方面的用于检测业务系统异常的方法包含下列步骤:A)确定监控指标的历史值的特征向量;以及B)对所述特征向量进行聚类分析以得到一个或多个频繁模式以用于判断业务系统是否异常,所述特征向量与所述监控指标的波动性和所述监控指标之间的关联性相关。
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