Operation and maintenance alarm system and method

An alarm system, operation and maintenance technology, applied in the computer field, can solve problems such as infeasibility, infeasibility, and data omission, and achieve the effect of reducing false alarm rate and reducing burden

Inactive Publication Date: 2017-06-13
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

In addition to requiring a lot of manpower, manually viewing operation and maintenance indicators is also very easy to miss abnormal situations in a large amount of data, and when the amount of data increases to a certain level, it becomes unfeasible to rely on manual viewing
The method of setting a fixed threshold for monitoring requ

Method used

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  • Operation and maintenance alarm system and method
  • Operation and maintenance alarm system and method
  • Operation and maintenance alarm system and method

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Embodiment Construction

[0022] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0023] Operation and maintenance refers to operation and maintenance. It is the four pillars of Internet product technology together with research and development, testing, and system management. Its core goal is to efficiently and reasonably integrate the delivered business software and hardware infrastructure, and transform them into sustainable high-quality services. products, while minimizing the cost of service operation and ensuring the safety of service operation. One of the technical tasks of Operations is to provide service failure management. The operation and maintenance alarm system provided by the present invention provides index detection and alarm for equipment or services, which is a part of operation and maintenan...

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Abstract

The invention provides an operation and maintenance alarm system and method. The system comprises an off-line model training module, an on-line detection module and an alarm module, wherein the off-line model training module is used for updating required parameters of a detection algorithm used by the online detection module on the basis of machine learning and detecting the distribution of index data on the basis of analysis results of historical data, the on-line detection module is used for receiving index data to be detected and detecting the index data by using a preset detection algorithm on the basis of prediction results of the index data distribution, and the alarm module determines whether to give an alarm or not on the basis of preset alarm rules according to a detection result of the on-line detection module. The operation and maintenance alarm system and method can achieve the automatic operation and maintenance alarm.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an operation and maintenance alarm system and method. Background technique [0002] With the rapid development of the network, there have been network systems that need to serve a large number of users. These network systems have a large number of computers (servers) or computing resources distributed in various addresses, and these computers or computing resources are usually constructed as clusters to serve users. As more and more computers or computing resources provide services, it is very important to monitor various indicators of these computers or computing resources and to give timely and accurate alarms when failures occur. [0003] Taking the data center system as an example, it is necessary to monitor various indicators of the computers and computing resources in the data center, so as to discover abnormal conditions in the data center system, so that the operation ...

Claims

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Application Information

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IPC IPC(8): G06F11/30G06F11/32G06N99/00
CPCG06F11/3006G06F11/327G06N20/00
Inventor 胡嘉伟许晓炜
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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