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Method for automatically judging server failures

A server, computing server technology, applied in the direction of digital transmission system, electrical components, transmission system, etc., to achieve the effect of automatic prediction and judgment

Inactive Publication Date: 2016-02-03
BEIJING BAOFENG TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] In view of this, the technical problem to be solved in this application is to provide a method for automatically distinguishing server faults, which solves the problem in the prior art that after collecting server data, the fault judgment needs to be carried out according to the preset parameter template

Method used

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  • Method for automatically judging server failures
  • Method for automatically judging server failures
  • Method for automatically judging server failures

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Experimental program
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Embodiment 1

[0018] see figure 1 Shown is a specific embodiment of the method for automatically identifying server failures described in this application. The method described in this embodiment includes the following steps:

[0019] Step 101: Real-time transmission and aggregation of various operating information in the cluster server to the computing server;

[0020] Step 102: The computing server obtains from the running information set R N Select K initial cluster centers;

[0021] Step 103: Calculate the distance between each data object and the cluster center object according to the initial cluster center;

[0022] Step 104: Re-dividing the clusters to which each point belongs according to the minimum distance between each point and the K cluster centers;

[0023] Step 105: recalculate the center of the changed cluster;

[0024] Step 106: Calculate the standard measure function;

[0025] Step 107: judging whether the standard measurement function meets the preset condition, if t...

Embodiment 2

[0042] For a more detailed description of the present invention, see figure 2 Shown is another specific embodiment of the method for automatically identifying server failures described in this application. The method described in this embodiment includes the following steps:

[0043] Step 201: Real-time transmission and summarization of multiple types of operating information in the cluster server to the computing server, the multi-type operating information data includes but not currently scheduled for each server's cpu, load (load), memory (mem), input Output (io) running information data;

[0044] Step 202: The computing server obtains from the running information set R N Select K initial cluster centers; Step 203: Calculate the distance between each data object and the cluster center object according to the initial cluster centers;

[0045] Step 204: Re-dividing the clusters to which each point belongs according to the minimum distance between each point and the K clust...

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Abstract

The invention discloses a method for automatically judging server failures. The method comprises the following steps that multiple operation information in a cluster server is transmitted and collected to a computing server in real time; the computing server selects K initial cluster centers from an operation information set RN; the computing server computes a distance between each data object and the corresponding cluster center object according to the corresponding initial cluster center; the computing server divides a cluster each point belongs to again according to the minimum distance between each data object and the corresponding K cluster center object; the computing server computes the center of the changeable cluster again; the computing server computes a standard measure function; and if the standard measure function meets preconditions, an algorithm is terminated. According to the method, a server index is analyzed based on big data, so that a failure type is discovered, and thus the server failures of massive clusters can be automatically predicted and judged.

Description

technical field [0001] The present application relates to server fault detection technology, in particular, to a method for automatically judging server faults. Background technique [0002] At present, in terms of server fault prediction, most technologies need to judge the fault according to the preset parameter template after collecting server data, which brings a lot of trouble to the prediction. [0003] For example, the patent document whose publication number is CN103746829A discloses a cluster-based fault perception, which includes: a plurality of front-end detection modules running on different servers in the cluster, a back-end server module, and a detection communication template module. The front-end detection module is used for Collect and process the front-end fault detection data related to the operation or application program, and make an initial judgment on the fault situation according to the front-end fault detection data, obtain the front-end fault detect...

Claims

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Application Information

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IPC IPC(8): H04L12/24
CPCH04L41/06
Inventor 廖旻可王佳毕先春卢述奇
Owner BEIJING BAOFENG TECH