On revenue driven server management incloud

Laiping Zhao, Kouichi Sakurai

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

1 被引用数 (Scopus)

抄録

As failures are becoming frequent due to the increasing scale of data centers, Service Level Agreement (SLA) violation often occurs at a cloud provider, thereby affecting the normal operation of job requests and incurring high penalty cost. To this end, we examine the problem of managing a server farm in a way that reduces the penalty caused by server failures according to an Infrastructure-as-a-Service model. We incorporate the malfunction and recovery states into the server management process, and improve the cost efficiency of server management by leveraging the failure predictors. We also design a utility model describing the expected net revenue obtained from providing service. The basic idea is that, a job could be rejected or migrate to another server if a negative utility is anticipated. The formal and experimental analysis manifests our expected net revenue improvement.

本文言語英語
ホスト出版物のタイトルCLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science
ページ295-305
ページ数11
出版ステータス出版済み - 8 16 2012
イベント2nd International Conference on Cloud Computing and Services Science, CLOSER 2012 - Porto, ポルトガル
継続期間: 4 18 20124 21 2012

出版物シリーズ

名前CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science

その他

その他2nd International Conference on Cloud Computing and Services Science, CLOSER 2012
国/地域ポルトガル
CityPorto
Period4/18/124/21/12

All Science Journal Classification (ASJC) codes

  • ソフトウェア

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