2009 · 218 citations · 6 references
Cluster ComputingEngineeringEnergy EfficiencyServer ConsolidationDatacenter-scale ComputingOperations ResearchRefrigerationGreen Data CenterSystems EngineeringData Center AccountingCombinatorial OptimizationData Center CoolingPower-aware SoftwareData Center SystemComputer EngineeringData CentersPower MinimizationComputer ScienceInteger ProgrammingData Center ManagementSmart GridEnergy ManagementCloud ComputingThermal Engineering
This paper focuses on power minimization in a data center accounting for both the information technology equipment and the air conditioning power usage. In particular we address the server consolidation (on/off state assignment) concurrently with the task assignment. We formulate the resulting optimization problem as an Integer Linear Programming problem and present a heuristic algorithm that solves it in polynomial time. Experimental results show an average of 13% power saving for different data center utilization rates compared to a baseline task assignment technique, which does not perform server consolidation.
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Load balancing and unbalancing for power and performance in cluster-based systems
Eduardo Pinheiro, Ricardo Bianchini, Enrique V. Carrera et al. · View · 2001 · 482 citations · Full text
Qinghui Tang, Sandeep K. S. Gupta, Georgios Varsamopoulos · IEEE Transactions on Parallel and Distributed Systems · 2008 · 471 citations
A scalable and highly available web server
D.M. Dias, W.S. Kish, Rajat Mukherjee et al. · 2002 · 208 citations