ComputingComputer EngineeringComputer SystemsCloud InfrastructureEnergy ManagementVirtualizationCompute Resource ManagementData Center VirtualizationHardware VirtualizationPower ManagementVirtual Machine MonitorsVirtualization ArchitectureMulticore ArchitecturesMulticore SystemsPower ConsumptionPower Management ArchitectureResource VirtualizationSoft Power ResourcesVirtual MachinesVirtualized Data Centers
Power management has become increasingly necessary in large-scale datacenters to address costs and limitations in cooling or power delivery. This paper explores how to integrate power management mechanisms and policies with the virtualization technologies being actively deployed in these environments. The goals of the proposed VirtualPower approach to online power management are (i) to support the isolated and independent operation assumed by guest virtual machines (VMs) running on virtualized platforms and (ii) to make it possible to control and globally coordinate the effects of the diverse power management policies applied by these VMs to virtualized resources. To attain these goals, VirtualPower extends to guest VMs `soft' versions of the hardware power states for which their policies are designed. The resulting technical challenge is to appropriately map VM-level updates made to soft power states to actual changes in the states or in the allocation of underlying virtualized hardware. An implementation of VirtualPower Management (VPM) for the Xen hypervisor addresses this challenge by provision of multiple system-level abstractions including VPM states, channels, mechanisms, and rules. Experimental evaluations on modern multicore platforms highlight resulting improvements in online power management capabilities, including minimization of power consumption with little or no performance penalties and the ability to throttle power consumption while still meeting application requirements. Finally, coordination of online methods for server consolidation with VPM management techniques in heterogeneous server systems is shown to provide up to 34% improvements in power consumption.
39
Xen and the art of virtualization
Paul Barham, Boris Dragovic, Keir Fraser et al. · ACM SIGOPS Operating Systems Review · 2003 · 5.9K citations
Live migration of virtual machines
Christopher J. Clark, Keir Fraser, Steven Hand et al. · 2005 · 2.6K citations
Xen and the art of virtualization
Paul Barham, Boris Dragovic, Keir Fraser et al. · 2003 · 2.1K citations
Power provisioning for a warehouse-sized computer
Xiaobo Fan, Wolf-Dietrich Weber, Luiz André Barroso · 2007 · 1.8K citations
Managing energy and server resources in hosting centers
Jeffrey S. Chase, Darrell C. Anderson, Prachi N. Thakar et al. · 2001 · 1.3K citations