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A Survey on Automatic Fault Detection Framework for Cloud based Application

Journal: International Journal of Science and Research (IJSR) (Vol.4, No. 11)

Publication Date:

Authors : ; ;

Page : 1063-1066

Keywords : Cloud computing; Web application; fault diagnosis; workload fluctuation; canonical correlation analysis;

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Abstract

Cloud computing becoming an emerging and important platform for web service applications. In modern era Cloud Computing has its own challenges. Sometimes its the fluctuating workload which presses the application to different and unexpected condition. Also the behavior of the cloud hosted application makes it difficult to understand the root cause of failures which results in loss of time and money. Even if the risks are known, it becomes very difficult for the manual operators to resolve them, as an application could go down if things are not done properly. For addressing these issues, this paper proposes an automatic failure detection framework for the cloud based applications. In particular, we introduce an clustering method that captures workload fluctuation and model the correlation between the workloads and application performance.

Last modified: 2021-07-01 14:26:37