Alarm information association scheme of cloud resource pool based on big data analysis

Qing LI

doi:10.11959/j.issn.1000-0801.2020141

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Alarm information association scheme of cloud resource pool based on big data analysis

Operation Technology | 更新时间：2024-06-05

- Alarm information association scheme of cloud resource pool based on big data analysis
- Telecommunications Science Vol. 36, Issue 10, Pages: 159-171(2020)
- 作者机构：
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- DOI：10.11959/j.issn.1000-0801.2020141
  CLC： TP307
- Published Online：2020-10，
  
  Published：20 October 2020
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Qing LI. Alarm information association scheme of cloud resource pool based on big data analysis[J]. Telecommunications science, 2020, 36(10): 159-171.
DOI：

Qing LI. Alarm information association scheme of cloud resource pool based on big data analysis[J]. Telecommunications science, 2020, 36(10): 159-171. DOI： 10.11959/j.issn.1000-0801.2020141.

摘要

研究了一种云资源池端到端智能化运维管理系统，提出一种智能判断故障模块的技术架构，分析了实现云资源池端到端告警关联的基本方法，阐述了云资源池单KPI异常检测分析方法和多KPI故障传播链分析方法的实现原理，并重点介绍了物理主机告警与虚拟主机告警、IP SAN存储告警与虚拟对象存储告警、主机设备告警与网络告警的关联关系，为运营商提升云资源池端到端智能化运维能力提供了借鉴和参考。

Abstract

An end-to-end intelligent operation and maintenance management system of cloud resource pool was studied

and a technical framework of intelligent obstacle detection module was proposed.The basic method of realizing end-to-end alarm association of cloud resource pool was analyzed.The realization of anomaly detection analysis method of single KPI and fault propagation chain analysis method of multi-KPI in cloud resource pool were expounded.The relationship between physical host alarm and virtual host alarm

IP SAN storage alarm and virtual object storage alarm

host device alarm and network alarm were introduced emphatically

which provide a reference for improving the end-to-end intelligent operation and maintenance capability of cloud resource pool.

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references

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