VPM tokens: Virtual machine-aware power budgeting in datacenters

Cluster Computing

Volumn 12, Issue 2 SPEC. ISS., 2009, Pages 189-203

  Nathuji, Ripal ^a   Schwan, Karsten ^b   Somani, Ankit ^b   Joshi, Yogendra ^b  

^a MICROSOFT   (United States)

^b GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Power management; Virtualization

Indexed keywords

ACTIVE POWER; APPLICATION COMPONENTS; CLUSTER PERFORMANCE; COOLING CAPABILITY; CRITICAL PERIODS; DATA CENTERS; HYPERVISOR; INFRASTRUCTURE MANAGEMENTS; MANAGEMENT COMPONENTS; OVERALL COSTS; PHYSICAL RESOURCES; POWER BUDGETING; POWER BUDGETS; POWER CONSTRAINTS; POWER CONSUMPTION; POWER DELIVERY; POWER MANAGEMENT; POWER MANAGEMENTS; RESOURCE CAPACITY; VIRTUAL MACHINES; VIRTUALIZATION; VIRTUALIZATIONS;

ABSTRACTING; COOLING; ELECTRIC POWER MEASUREMENT; ELECTRIC POWER TRANSMISSION; ELECTRIC POWER UTILIZATION; ENERGY MANAGEMENT; POWER CONVERTERS; WIRELESS TELECOMMUNICATION SYSTEMS;

BUDGET CONTROL;

EID: 68949201804     PISSN: 13867857     EISSN: 15737543     Source Type: Journal    
DOI: 10.1007/s10586-009-0077-z     Document Type: Article

References (31)

1. Abbasi, H., WolA, M., Schwan, K.: Live data workspace: a flexible, dynamic and extensible platform for petascale applications. In: Proceedings of IEEE Cluster Computing Conference, 2007
2. Amazon Elastic Compute Cloud. http://aws.amazon.com/ec2
3. Barham, P., Dragovic, B., Fraser, K., Hand, S., Harris, T., Ho, A., Neugebauer, R., Pratt, I., Warfield, A.: Xen and the art of virtualization. In: Proceedings of the ACM Symposium on Operating Systems Principles (SOSP), 2003
4. Chase, J., Anderson, D., Thakar, P., Vahdat, A., Doyle, R.: Managing energy and server resources in hosting centers. In: Proceedings of the 18th Symposium on Operating Systems Principles (SOSP), 2001
5. Clark, C., Fraser, K., Hand, S., Hansen, J.G., Jul, E., Limpach, C., Pratt, I., Warfield, A.: Live migration of virtual machines. In: Proceedings of the 2nd ACM/USENIX Symposium on Networked Systems Design and Implementation (NSDI), May 2005
6. Elnozahy, E.N., Kistler, M., Rajamony, R.: Energy-efficient server clusters. In: Proceedings of the Workshop on Power-Aware Computing Systems, February 2002
7. Fan, X., Weber, W.-D., Barroso, L.: Power provisioning for a warehouse-sized computer. In: Proceedings of the International Symposium on Computer Architecture (ISCA), June 2007
8. Femal, M., Freeh, V.: Boosting data center performance through non-uniform power allocation. In: Proceedings of the IEEE International Conference on Autonomic Computing (ICAC), 2005
9. Ge, RA, Feng, X., Feng, W., Cameron, K.: CPU miser: a performance-directed, run-time system for power-aware clusters. In: Proceedings of the International Conference on Parallel Processing (ICPP), 2007
10. Ghiasi, S., Keller, T., Rawson, F.: Scheduling for heterogeneous processors in server systems. In: Proceedings of the International Conference on Computing Frontiers, 2005
11. Heath, T., Centeno, A.P., George, P., Ramos, L., Jaluria, Y., Bianchini, R.: Mercury aTd freon: temperature emulation and management in server systems. In: Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), October 2006
12. Heath, T., Diniz, B., Carrera, E.V., Meira, W. Jr., Bianchini, R.: Energy conservation in heterogeneous server clusters. In: Proceedings of the 10th Symposium on Principles and Practice of Parallel Programming (PPoPP), 2005
13. Hewlett-Packard, Intel, Microsoft, Phoenix, and Toshiba. Advanced configuration and power interface specification. http://www.acpi.info, September 2004
14. Koh, Y., Knauerhase, R., Brett, P., Bowman, M., Wen, Z., Pu, C.: An analysis of performance interference effects in virtual environments. In: Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2007
15. Kotla, R., Ghiasi, S., Keller, T., Rawson, F.: Scheduling processor voltage and frequency in server and cluster systems. In: Proceedings of the Workshop on High-Performance, Power-Aware Computing (HP-PAC), 2005
16. Kumar, R., Tullsen, D., Ranganathan, P., Jouppi, N., Farkas, K.: Single-isa heterogeneous multi-core architectures for multithreaded workload performance. In: Proceedings of the International Symposium on Computer Architecture (ISCA), June 2004
17. Lefurgy, C., Wang, X., Ware, M.: Server-level power control. In: Proceedings of the IEEE International Conference on Autonomic Computing (ICAC), June 2007
18. Lim, M., Freeh, V., Lowenthal, D.: Adaptive, transparent frequency and voltage scaling of communication phases in mpi programs. In: IEEE/ACM Supercomputing, November 2006
19. Mallik, A., Cosgrove, J., Dick, R., Memik, G., Dinda, P.: Picsel: measuring user-perceived performance to control dynamic frequency scaling. In: Proceedings of the 13th International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), March 2008
20. Moore, J., Chase, J., Ranganathan, P., Sharma, R.: Making scheduling cool: Temperature-aware workload placement in data centers. In: Proceedings of the USENIX Annual Technical Conference, June 2005
21. Nathuji, R., Isci, C., Gorbatov, E.: Exploiting platform heterogeneity for power efficient data centers. In: Proceedings of the IEEE International Conference on Autonomic Computing (ICAC), June 2007
22. Nathuji,CR., Schwan, K.: Virtualpower: coordinated power management in virtualized enterprise systems. In: Proceedings of the 21st ACM Symposium on Operating Systems Principles (SOSP), October 2007
23. Neiger, G., Santoni, A., Leung, F., Rodgers, D., Uhlig, R.: Intel virtualization technology: Hardware support for efficient processor virtualization. In: Intel Technology Journal (http://www.intel.com/ technology/itj/2006/v10i3/), August (2006)
24. Nutch. http://lucene.apache.org/nutch
25. Rajamani, K., Lefurgy, C.: On evaluating request-distribution schemes for saving energy in server clusters. In: Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), March 2003
26. Ranganathan, P., Leech, P., Irwin, D., Chase, J.: Ensemble-level power management for dense blade servers. In: Proceedings of the International Symposium on Computer Architecture (ISCA), 2006
27. Rountree, B., Lowenthal, D., Funk, S., Freeh, V., Supinski, B., Schulz, M.: Bounding energy consumption in large-scale mpi programs. In: IEEE/ ACM Supercomputing, November 2007
28. Stoess, J., Lang, C., Bellosa, F.: Energy management for hypervisor-based virtual machines. In: Proceedings of the USENIX Annual Technical Conference, June 2007
29. Sugerman, J., Venkitachalam, G., Lim, B.-H.: Virtualizing i/o devices on vmware workstation's hosted virtual machine monitor. In: Proceedings of the USENIX Annual Technical Conference, 2001
30. Waldspurger, C., Weihl, W.: Lottery scheduling: Flexible proportional-share resource management. In: Proceedings of the First Symposium on Operating System Design and Implementation (OSDI), 1994
31. Walsh, W., Tesauro, G., Kephart, J., Das, R.: Utility functions in autonomic systems. In: Proceedings of the IEEE International Conference on Autonomic Computing (ICAC), 2004