Symbiotic jobscheduling for a simultaneous mutlithreading processor
ACM SIGPLAN Notices
Managing energy and server resources in hosting centers
SOSP '01 Proceedings of the eighteenth ACM symposium on Operating systems principles
Xen and the art of virtualization
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
Ensemble-level Power Management for Dense Blade Servers
Proceedings of the 33rd annual international symposium on Computer Architecture
Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture
Balancing power consumption in multiprocessor systems
Proceedings of the 1st ACM SIGOPS/EuroSys European Conference on Computer Systems 2006
Making scheduling "cool": temperature-aware workload placement in data centers
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
Power provisioning for a warehouse-sized computer
Proceedings of the 34th annual international symposium on Computer architecture
Live migration of virtual machines
NSDI'05 Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2
Dynamic voltage frequency scaling for multi-tasking systems using online learning
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
VirtualPower: coordinated power management in virtualized enterprise systems
Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles
CPU MISER: A Performance-Directed, Run-Time System for Power-Aware Clusters
ICPP '07 Proceedings of the 2007 International Conference on Parallel Processing
No "power" struggles: coordinated multi-level power management for the data center
Proceedings of the 13th international conference on Architectural support for programming languages and operating systems
Usher: an extensible framework for managing custers of virtual machines
LISA'07 Proceedings of the 21st conference on Large Installation System Administration Conference
VMware ESX Server in the Enterprise: Planning and Securing Virtualization Servers
VMware ESX Server in the Enterprise: Planning and Securing Virtualization Servers
Energy management for hypervisor-based virtual machines
ATC'07 2007 USENIX Annual Technical Conference on Proceedings of the USENIX Annual Technical Conference
Power-aware dynamic placement of HPC applications
Proceedings of the 22nd annual international conference on Supercomputing
PowerNap: eliminating server idle power
Proceedings of the 14th international conference on Architectural support for programming languages and operating systems
Entropy: a consolidation manager for clusters
Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
ACDC '09 Proceedings of the 1st workshop on Automated control for datacenters and clouds
GreenCloud: a new architecture for green data center
ICAC-INDST '09 Proceedings of the 6th international conference industry session on Autonomic computing and communications industry session
Minimizing data center cooling and server power costs
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
vGreen: a system for energy efficient computing in virtualized environments
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
Analysis of Energy Efficiency in Clouds
COMPUTATIONWORLD '09 Proceedings of the 2009 Computation World: Future Computing, Service Computation, Cognitive, Adaptive, Content, Patterns
Resource-conscious scheduling for energy efficiency on multicore processors
Proceedings of the 5th European conference on Computer systems
Q-clouds: managing performance interference effects for QoS-aware clouds
Proceedings of the 5th European conference on Computer systems
Virtual machine power metering and provisioning
Proceedings of the 1st ACM symposium on Cloud computing
WattApp: an application aware power meter for shared data centers
Proceedings of the 7th international conference on Autonomic computing
A system for online power prediction in virtualized environments using Gaussian mixture models
Proceedings of the 47th Design Automation Conference
Analysis of dynamic voltage scaling for system level energy management
HotPower'08 Proceedings of the 2008 conference on Power aware computing and systems
GentleCool: cooling aware proactive workload scheduling in multi-machine systems
Proceedings of the Conference on Design, Automation and Test in Europe
Black-box and gray-box strategies for virtual machine migration
NSDI'07 Proceedings of the 4th USENIX conference on Networked systems design & implementation
Thread Tranquilizer: Dynamically reducing performance variation
ACM Transactions on Architecture and Code Optimization (TACO) - HIPEAC Papers
Virtual machine power measuring technique with bounded error in cloud environments
Journal of Network and Computer Applications
Virtualizing power distribution in datacenters
Proceedings of the 40th Annual International Symposium on Computer Architecture
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In this article, we present vGreen, a multitiered software system for energy-efficient virtual machine management in a clustered virtualized environment. The system leverages the use of novel hierarchical metrics that work across the different abstractions in a virtualized environment to capture power and performance characteristics of both the virtual and physical machines. These characteristics are then used to implement policies for scheduling and power management of virtual machines across the cluster. We show through real implementation of the system on a state-of-the-art testbed of server machines that vGreen improves both average performance and system-level energy savings by close to 40% across benchmarks with varying characteristics.