An online power metering model for cloud environment

Proceedings - IEEE 11th International Symposium on Network Computing and Applications, NCA 2012

Volumn , Issue , 2012, Pages 175-180

  Li, Yanfei ^a   Wang, Ying ^a   Yin, Bo ^a   Guan, Lu ^a  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

Author keywords

cloud computing; power consumption management; Power modeling; virtual machines; virtualization

Indexed keywords

COMPUTING PLATFORM; DATA CENTERS; LINEAR REGRESSION MODELS; ONLINE MONITORING; POWER CONSUMPTION MANAGEMENT; POWER MANAGEMENTS; POWER METERING; POWER METERS; POWER MODELING; POWER PROFILING; POWER-AWARE; RUNTIME OVERHEADS; SCHEDULING POLICIES; SYSTEM RESOURCES; VIRTUAL MACHINES; VIRTUALIZATIONS;

CLOUD COMPUTING; ENERGY EFFICIENCY; ENERGY UTILIZATION; LINEAR REGRESSION; VIRTUAL REALITY;

RESEARCH;

EID: 84867954830     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/NCA.2012.10     Document Type: Conference Paper

References (15)

1. Report to Congress on Server and Data Center Energy Efficiency Public Law 109-431. U.S. Environmental Protection Agency ENERGY STAR Program, Aug. 2007.
2. V. Tiwari, S. Malik, A. Wolfe and M.T.-C. Lee, "Instruction Level Power Analysis and Optimization of Software" in THE JOURNAL OF VLSI SIGNAL PROCESSING, Volume 13, pages 223-238.
3. G. Contreras and M. Martonosi,"Power prediction for Intel XScale® processors using performance monitoring unit events" in ISLPED '05.ACM,2005, pages 221-226. (Pubitemid 41731658)
4. A. Lewis, S. Ghosh and N.-F. Tzeng, "Run-time energy consumption estimation based on workload in server systems" in HotPower'08.ACM, 2008, pages 17-21.
5. W.L. Bircher and L.K. John,"Complete System Power Estimation: A Trickle-Down Approach Based on Performance Events" in Performance Analysis of Systems & Software(ISPASS'07),2007 pages 158 - 168. (Pubitemid 350237496)
6. X. Fan, W.D. Weber and L.A. Barroso, "Power Provisioning for a Warehouse-sized Computer" in ISCA '07.ACM, pages 13 - 23.
7. A.E.H.Bohra and V.Chaudhary, "VMeter: Power modelling for virtualized clouds" in Parallel & Distributed Processing, Workshops and Phd Forum(IPDPSW'10),2010, pages 1-8.
8. A. Kansal, F.Zhao,E.T, "Virtual Machine Power Metering and Provisioning" in Symposium on Cloud computing(SoCC'10). ACM, 2010, pages 39-50.
9. G. Dhiman, K. Mihic, T. Rosing, "A System for Online Power Prediction in Virtualized Environments Using Gaussian Mixture Models" in the 47th Design Automation Conference,2010,pages 807-812.
10. D. Economou, S. Rivoire, C. Kozyrakis, P. Ranganathan, "Full-System Power Analysis and Modeling for Server Environments" in Proceedings of the Workshop on Modeling, Benchmarking and Simulation (MoBS), 2006.
11. Frank Bellosa, "The Benefits of Event-Driven Energy Accounting in Power-Sensitive System" in ACM SIGOPS European workshop, 2010, pages 37-42.
12. T. Heath, B. Diniz, E.V. Carrera, W. Meira Jr. and R. Bianchini, "Energy conservation in hetero- geneous server clusters" in PPoPP '05.ACM, 2005,pages 186-195. (Pubitemid 43182845)
13. S. Nedevschi, L. Popa,G. Iannaccone,S. Ratnasamy,D. Wetherall, "Reducing network energy consumption via sleeping and rate-adaptation" in NSDI'08 Proceedings of the 5th USENIX Symposium,2008,pages 323-336.
14. Suzanne Marion Rivoire, "Models and Metrics for Energy-Efficient Computer Systems",STANFORD UNIVERSITY,June 2008
15. F. Rawson,"MEMPOWER:A Simple Memory Power Analysis Tool Set" in IBM Austin Research Laboratory, Jan. 2004. Information about the Linux/UNIX Sysstat tool, http://www.linuxsir.org/main/?q=node/211