ABSTRACT
The focus of this paper is on dynamic power management in virtualized multi-core server systems. The paper starts by analyzing the effect of virtualization and CPU consolidation on power dissipation and performance (latency) of such systems, and concludes by presenting two new CPU consolidation algorithms for multi-core servers. The paper also reports an extensive set of experimental results founded on a realistic multi-core server system setup and well-developed benchmarks, i.e., SPEC2K and SPECWeb2009 and obtained through hardware measurements.
- G. von Laszewski, et al. Power-aware scheduling of virtual machines in DVFS-enabled clusters. in Cluster Computing and Workshops, 2009. CLUSTER '09. IEEE International Conference on.Google Scholar
- P. Pillai and K. G. Shin. Real-time dynamic voltage scaling for low-power embedded operating systems. in Proceedings of the eighteenth ACM symposium on Operating systems principles. Google ScholarDigital Library
- G. Dhiman, et al. vGreen: a system for energy efficient computing in virtualized environments. in Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design. Google ScholarDigital Library
- R. Nathuji and K. Schwan. VirtualPower: coordinated power management in virtualized enterprise systems. in Proceedings of twenty-first ACM SIGOPS symposium on Operating systems principles. Google ScholarDigital Library
- O. Bilgir, et al., Exploring the Potential of CMP Core Count Management on Data Center Energy Savings, in 3rd Workshop on Energy Efficient Design.Google Scholar
- N. Bobroff, et al. Dynamic Placement of Virtual Machines for Managing SLA Violations. in Integrated Network Management, 2007. IM '07. 10th IFIP/IEEE International Symposium on.Google Scholar
- H. N. Van, et al. Autonomic virtual resource management for service hosting platforms. in Proceedings of the 2009 ICSE Workshop on Software Engineering Challenges of Cloud Computing. Google ScholarDigital Library
- C. Clark, et al. Live migration of virtual machines. in Proceedings of the 2nd conference on Symposium on Networked Systems Design & Implementation - Volume 2.Google ScholarDigital Library
- M. Pedram and I. Hwang. Power and Performance Modeling in a Virtualized Server System. in Parallel Processing Workshops (ICPPW), 2010 39th International Conference on. Google ScholarDigital Library
- J. Leverich, et al. Power Management of Datacenter Workloads Using Per-Core Power Gating. in Computer Architecture Letters. Google ScholarDigital Library
- D. Meisner, et al. Power management of online data-intensive services. in Proceedings of the 38th annual international symposium on Computer architecture. Google ScholarDigital Library
- V. Pallipadi and A. Starikovskiy. The Ondemand Governor. in Proceedings of the Linux Symposium.Google Scholar
Index Terms
- A study of the effectiveness of CPU consolidation in a virtualized multi-core server system
Recommendations
Performance Analysis for Pareto-Optimal Green Consolidation Based on Virtual Machines Live Migration
Huge energy requirement of cloud data centers is prime concern. Dynamic Virtual Machine VM consolidation based on VM live migration to switched-off or put some of the under-loaded host Physical Machines PMs into a low power consumption mode can ...
Two Optimization Mechanisms to Improve the Isolation Property of Server Consolidation in Virtualized Multi-core Server
HPCC '10: Proceedings of the 2010 IEEE 12th International Conference on High Performance Computing and CommunicationsVirtualization brings many benefits such as improving system utilization and reducing cost through server consolidation. However, it also introduces isolation problem when running multiple virtual machine workloads in one physical platform. Additionally,...
Transparently bridging semantic gap in CPU management for virtualized environments
Consolidated environments are progressively accommodating diverse and unpredictable workloads in conjunction with virtual desktop infrastructure and cloud computing. Unpredictable workloads, however, aggravate the semantic gap between the virtual ...
Comments