Visible to the public Fuzzy Fault Detection in IaaS Cloud Computing

TitleFuzzy Fault Detection in IaaS Cloud Computing
Publication TypeConference Paper
Year of Publication2016
AuthorsBui, Dinh-Mao, Huynh-The, Thien, Lee, Sungyoung
Conference NameProceedings of the 10th International Conference on Ubiquitous Information Management and Communication
PublisherACM
Conference LocationNew York, NY, USA
ISBN Number978-1-4503-4142-4
KeywordsApproximate Reasoning, cloud computing, cyber physical systems, fault detection, Fuzzy logic, IaaS, Metrics, pubcrawl, Resiliency
Abstract

Availability is one of the most important requirements in the production system. Keeping the level of high availability in Infrastructure-as-a-Service (IaaS) cloud computing is a challenge task because of the complexity of service providing. By definition, the availability can be maintain by using fault tolerance approaches. Recently, many fault tolerance methods have been developed, but few of them focus on the fault detection aspect. In this paper, after a rigorous analysis on the nature of failures, we would like to introduce a technique to identified the failures occurring in IaaS system. By using fuzzy logic algorithm, this proposed technique can provide better performance in terms of accuracy and detection speed, which is critical for the cloud system.

URLhttp://doi.acm.org/10.1145/2857546.2857612
DOI10.1145/2857546.2857612
Citation Keybui_fuzzy_2016