WMCSA '02 Proceedings of the Fourth IEEE Workshop on Mobile Computing Systems and Applications
Optimizing the migration of virtual computers
ACM SIGOPS Operating Systems Review - OSDI '02: Proceedings of the 5th symposium on Operating systems design and implementation
Xen and the art of virtualization
SOSP '03 Proceedings of the nineteenth ACM symposium on Operating systems principles
ACM SIGARCH Computer Architecture News
Fast transparent migration for virtual machines
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
ICAC '07 Proceedings of the Fourth International Conference on Autonomic Computing
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
Power capping: a prelude to power shifting
Cluster Computing
Vpm tokens: virtual machine-aware power budgeting in datacenters
HPDC '08 Proceedings of the 17th international symposium on High performance distributed computing
Energy Efficient Scheduling of Real-Time Tasks on Multicore Processors
IEEE Transactions on Parallel and Distributed Systems
Post-copy based live virtual machine migration using adaptive pre-paging and dynamic self-ballooning
Proceedings of the 2009 ACM SIGPLAN/SIGOPS international conference on Virtual execution environments
SnowFlock: rapid virtual machine cloning for cloud computing
Proceedings of the 4th ACM European conference on Computer systems
Statistical profiling-based techniques for effective power provisioning in data centers
Proceedings of the 4th ACM European conference on Computer systems
Live migration of virtual machine based on full system trace and replay
Proceedings of the 18th ACM international symposium on High performance distributed computing
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CloudCom '09 Proceedings of the 1st International Conference on Cloud Computing
Designing and evaluating an energy efficient Cloud
The Journal of Supercomputing
Virtual machine power metering and provisioning
Proceedings of the 1st ACM symposium on Cloud computing
Enabling Instantaneous Relocation of Virtual Machines with a Lightweight VMM Extension
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
LiteGreen: saving energy in networked desktops using virtualization
USENIXATC'10 Proceedings of the 2010 USENIX conference on USENIX annual technical conference
Power Consumption Prediction and Power-Aware Packing in Consolidated Environments
IEEE Transactions on Computers
Optimizing the live migration of virtual machine by CPU scheduling
Journal of Network and Computer Applications
Performance and energy modeling for live migration of virtual machines
Proceedings of the 20th international symposium on High performance distributed computing
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Genetic and Evolutionary Computation Conference
Power Consumption of Virtual Machine Live Migration in Clouds
CMC '11 Proceedings of the 2011 Third International Conference on Communications and Mobile Computing
CosMig: Modeling the Impact of Reconfiguration in a Cloud
MASCOTS '11 Proceedings of the 2011 IEEE 19th Annual International Symposium on Modelling, Analysis, and Simulation of Computer and Telecommunication Systems
Pack & Cap: adaptive DVFS and thread packing under power caps
Proceedings of the 44th Annual IEEE/ACM International Symposium on Microarchitecture
Energy efficient utilization of resources in cloud computing systems
The Journal of Supercomputing
The Journal of Supercomputing
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To reduce the construction cost of the power-supplying infrastructure in data centers and to increase the utilization of the existing one, many researchers have introduced software-based or hardware-based power-capping schemes. In servers with consolidated virtual machines, which can be easily found in cloud systems, exporting virtual machines to other light-loaded servers through live-migration is one of the key approaches to impose power-capping on servers. Up until now, most researchers who have tried to achieve power-capping through live-migration assumed that exporting a virtual machine instantly reduces the server power consumption. However, our analysis introduced in this paper reveals that the power consumption remains high or increases for a few seconds during a migration instance. This behavior contradicts the aim of power-capping, and may endanger the stability of servers. Based on this observation, we also propose and evaluate two power-suppressing live-migration schemes to resolve the power overshooting issue. Our evaluation shows that both approaches immediately limit the power consumption after live-migration is initiated.