Energy-efficient resource management for Cloud computing infrastructures

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Abstract

Cloud computing is growing in popularity among computing paradigms for its appealing property of considering "Everything as a Service". The goal of a Cloud infrastructure provider is to maximize its profit by minimizing the amount of violations of Quality-of-Service (QoS) levels agreed with service providers, and, at the same time, by lowering infrastructure costs. Among these costs, the energy consumption induced by the Cloud infrastructure, for running Cloud services, plays a primary role. Unfortunately, the minimization of QoS violations and, at the same time, the reduction of energy consumption is a conflicting and challenging problem. In this paper, we propose a framework to automatically manage computing resources of Cloud infrastructures in order to simultaneously achieve suitable QoS levels and to reduce as much as possible the amount of energy used for providing services. We show, through simulation, that our approach is able to dynamically adapt to time-varying workloads (without any prior knowledge) and to significantly reduce QoS violations and energy consumption with respect to traditional static approaches.

Lingua originaleInglese
Titolo della pubblicazione ospiteProceedings - 2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011
Pagine424-431
Numero di pagine8
DOI
Stato di pubblicazionePubblicato - 2011
Evento2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011 - Athens, Greece
Durata: 29 nov 20111 dic 2011

Serie di pubblicazioni

NomeProceedings - 2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011

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???event.eventtypes.event.conference???2011 3rd IEEE International Conference on Cloud Computing Technology and Science, CloudCom 2011
Paese/TerritorioGreece
CittàAthens
Periodo29/11/111/12/11

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