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Authors: Laiping Zhao and Kouichi Sakurai

Affiliation: Kyushu University, Japan

ISBN: 978-989-8565-05-1

Keyword(s): Net Revenue, Server Management, Failure Prediction, State Transition.

Related Ontology Subjects/Areas/Topics: Cloud Computing ; Cloud Computing Architecture ; Cloud Computing Enabling Technology ; Cloud Middleware Frameworks ; Economics (ROI, Costs, CAPEX/OPEX,…) ; Fundamentals ; Monitoring of Services, Quality of Service, Service Level Agreements ; Platforms and Applications

Abstract: 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.

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Paper citation in several formats:
Zhao, L.; Zhao, L. and Sakurai, K. (2012). ON REVENUE DRIVEN SERVER MANAGEMENT IN CLOUD.In Proceedings of the 2nd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER, ISBN 978-989-8565-05-1, pages 295-305. DOI: 10.5220/0003901002950305

@conference{closer12,
author={Laiping Zhao. and Laiping Zhao. and Kouichi Sakurai.},
title={ON REVENUE DRIVEN SERVER MANAGEMENT IN CLOUD},
booktitle={Proceedings of the 2nd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,},
year={2012},
pages={295-305},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003901002950305},
isbn={978-989-8565-05-1},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Cloud Computing and Services Science - Volume 1: CLOSER,
TI - ON REVENUE DRIVEN SERVER MANAGEMENT IN CLOUD
SN - 978-989-8565-05-1
AU - Zhao, L.
AU - Zhao, L.
AU - Sakurai, K.
PY - 2012
SP - 295
EP - 305
DO - 10.5220/0003901002950305

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