Distributed cluster hardware fault early warning method and system

A distributed cluster, hardware failure technology, applied in the storage field, can solve problems such as prolonged failure time, system cluster hardware detection, lack of early warning analysis capability of cluster system, etc., to improve availability and accuracy.

Pending Publication Date: 2017-10-20
ZHENGZHOU YUNHAI INFORMATION TECH CO LTD
View PDF5 Cites 15 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, the traditional distributed cluster hardware failure early warning mechanism can only check the current status of the system, and cannot analyze the previous cluster monitoring data, so that it cannot complete reasonable system performance evaluation, optimization and system cluster hardware detection. The existing working method ...

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Distributed cluster hardware fault early warning method and system
  • Distributed cluster hardware fault early warning method and system

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0029] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0030] The present invention provides a distributed cluster hardware failure early warning method, such as figure 1 shown, including the following steps:

[0031] S101. The performance monitoring module collects the data of each index item of the hardware in real time and transmits it to the data analysis module;

[0032] S102. The data analysis module performs neural network learning and analysis on the collected data of all hardware indicators, and predicts...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a distributed cluster hardware fault early warning method and system. The method comprises: a performance monitoring module acquires hardware index data in real time and transmits the hardware index data to a data analysis module; the data analysis module performs neural network learning and analysis on all the acquired hardware index data, and predicts whether the hardware will have a fault; the data analysis module is constructed based on a neural network model; and if the hardware is predicted to have a fault, a hardware early warning management module controls an alarm module via a network server to start alarming. The data analysis module performs neural network analysis, so that the hardware fault can be detected out before the fault happens, then the fault solution efficiency and the availability of the cluster system are improved, and the accuracy of fault detection is improved.

Description

technical field [0001] The invention relates to the field of storage technology, in particular to a distributed cluster hardware failure early warning method and system. Background technique [0002] With the development of the Internet and the acceleration of the internal informationization process of enterprises, in order to meet the growing business needs, enterprises gradually use server clusters to process and store large amounts of data. However, the increasing number of server components increases the difficulty of cluster unified management, and at the same time increases the probability of cluster failure to a certain extent. Therefore, an effective cluster system hardware failure early warning scheme is of great significance to solve cluster reliability problems. [0003] A distributed cluster system generally consists of multiple servers, and these servers form a cluster to provide external services uniformly. At present, the traditional distributed cluster hardw...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): G06F11/30G06F11/34G06N3/08
CPCG06F11/3006G06F11/3065G06F11/3476G06N3/084
Inventor 吴蜀魏
Owner ZHENGZHOU YUNHAI INFORMATION TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap