Performance and energy modeling for live migration of virtual machines

Proceedings of the IEEE International Symposium on High Performance Distributed Computing

Volumn , Issue , 2011, Pages 171-181

  Liu, Haikun ^a,b   Xu, Cheng Zhong ^b   Jin, Hai ^a   Gong, Jiayu ^b   Liao, Xiaofei ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b Wayne State University   (United States)

Author keywords

energy; live migration; performance model; virtual machine

Indexed keywords

COST PREDICTION; DATA CENTERS; DESIGN METHODOLOGY; ENERGY; ENERGY COST; ENERGY MODELING; HYPERVISOR; KEY PARAMETERS; LIVE MIGRATIONS; MIGRATION COSTS; PERFORMANCE MODEL; PREDICTION ACCURACY; QUANTITATIVE APPROACH; REFINED MODEL; SYSTEM MANAGEMENT; VIRTUAL MACHINES; VIRTUAL SERVERS; VIRTUALIZED ENVIRONMENT; WORKLOAD CHARACTERISTICS;

COSTS; DECISION MAKING; FORECASTING; INFORMATION MANAGEMENT; VIRTUAL REALITY;

COST BENEFIT ANALYSIS;

EID: 79960495659     PISSN: 10828907     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1996130.1996154     Document Type: Conference Paper

References (33)

1. http://pyropus.ca/software/memtester/
2. Electronic educational devices inc., "watts up pro power meter", http://www.wattsupmeters.com
3. http://www.tpc.org/tpcc.
4. http://samba.org/ftp/tridge/dbench.
5. http://www.netlib.org/linpack.
6. http://www.spec.org/web2005.
7. S. Akoush, R. Sohan, A. Rice, A. W. Moore, A. Hopper. Predicting the Performance of Virtual Machine Migration. In The 18th Annual IEEE/ACM International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS'10), Miami, Florida, USA, August 17-19, 2010, pp.37-46.
8. P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauer, I. Pratt, and A. Warfield. Xen and the Art of Virtualization. In Proceedings of the nineteenth ACM symposium on Operating Systems Principles (SOSP'03), Lake George, New York, USA, October 19-22, 2003, pp.164-177.
9. S. M. Blackburn, R. Garner, C. Hoffman, A. M. Khan, K. S. McKinley, R. Bentzur, A. Diwan, D. Feinberg, D. Frampton, S. Z. Guyer, M. Hirzel, A. Hosking, M. Jump, H. Lee, J. E. B. Moss, A. Phansalkar, D. Stefanović, T. VanDrunen, D. von Dincklage, and B. Wiedermann. The DaCapo Benchmarks: Java Benchmarking Development and Analysis. In Proceedings of the 21st annual ACM SIGPLAN conference on Object-Oriented Programming, Systems, Languages, and Applications (OOPSLA'06), Portland, OR, USA, October 22-26, 2006
10. C. Clark, K. Fraser, S. Hand, J. G. Hansen, E. Jul, C. Limpach, I. Pratt, and A. Warfield. Live Migration of Virtual Machines. In Proceedings of Second Symposium Networked Systems Design and Implementation (NSDI'05), May 2-4, 2005, pp. 273-286
11. D. Comer, Internetworking with TCP/IP. Page 226. Upper Saddle River, N.J.: Prentice Hall, 2000. Print.
12. J. Choi, S. Govindan, B. Urgaonkar and A. Sivasubramaniam. Profiling, Prediction, and Capping of Power Consumption in Consolidated Environments. In Proceedings of IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS'08), Baltimore, MD. USA, Sept 8-10, 2008, pp.1-10.
13. M. Cardosa, M. R. Korupolu and A. Singh. Shares and Utilities Based Power Consolidation in Virtualized Server Environments. In Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management (IM'09), New York, NY, USA, June 1-5, 2009, pp. 327-334.
14. S. Fu and C-Z. Xu, "Stochastic Modeling and Analysis of Hybrid Mobility in Reconfigurable Distributed Virtual Machines", Journal of Parallel and Distributed Computing, Vol. 66, No. 11, November 2006, pp.1442-1454.
15. J. Gong and C-Z. Xu. A Gray-box Feedback Control Approach for System-Level Peak Power Management. In Proceedings of 39th International Conference on Parallel Processing (ICPP'10), San Diego, CA, USA, September 13-16, 2010, pp.555-564.
16. J. Gong and C-Z. Xu. vPnP: Automated Coordination of Power and Performance in Virtualized Datacenters. In The IEEE International Workshop on Quality of Service (IWQoS'10), Beijing, China, June 16-18, 2010, pp.1-9.
17. L. Hu, H. Jin, X. Liao, X. Xiong and H. Liu. Magnet: A Novel Scheduling Policy for Power Reduction in Cluster with Virtual Machines. In Proceeding of 2008 IEEE International Conference on Cluster Computing (Cluster'08), September 29-October 1 2008, Tsukuba, Japan, pp.13-22.
18. M. Hines and K. Gopalan. Post-Copy Based Live Virtual Machine Migration Using Adaptive Pre-Paging And Dynamic Self-Ballooning. In International Conference on Virtual Execution Environments (VEE'09), Washington DC, USA, March 11-13, 2009, pp.51-60.
19. B. Krishnan, H. Amur, A. Gavrilovska, K. Schwan. VM Power Metering: Feasibility and Challenges. In The Second Green Metrics Workshop, in conjunction with SIGMETRICS'10, New York, NY, USA, June 14, 2010.
20. A. Kangarlou, P. Eugster, D. Xu. VNsnap: Taking Snapshots of Virtual Networked Environments with Minimal Downtime. In Proceedings of IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'09), Estoril, Portugal, June 29-July 2, 2009, pp.524-533.
21. M. Y. Lim, F. Rawson, T. Bletsch, and V. W. Freeh. PADD: Power Aware Domain Distribution. In Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS'09), Montreal, Quebec, Canada, June 22-26, 2009, pp.239-247.
22. H. Liu, H. Jin, X. Liao, L. Hu and C. Yu. Live Migration of Virtual Machine Based on Full System Trace and Replay. In Proceedings of the 18th International Symposium on High Performance Distributed Computing (HPDC'09), June 11-13, 2009, Munich, Germany, pp.101-110.
23. J. Lange, K. Pedretti, T. Hudson, P. Dinda, Z. Cui, L. Xia, P. Bridges, A. Gocke, S. Jaconette, M. Levenhagen and R. Brightwell. Palacios and Kitten: New High Performance Operating Systems for Scalable Virtualized and Native Supercomputing. In Proceedings of the 24th IEEE International Parallel and Distributed Processing Symposium (IPDPS'10), Atlanta, Georgia, USA, April 19-23, 2010, pp.1-12.
24. A. B. Nagarajan, F. Mueller, C. Engelmann, and S. L. Scott. Proactive Fault Tolerance for HPC with Xen Virtualization. In Proceedings of ACM Annual International Conference on Supercomputing (ICS'07), Seattle, Washington, USA, June 17-21, 2007, pp. 23-32.
25. M. Nelson, B. H. Lim, and G. Hutchins. Fast Transparent Migration for Virtual Machines. In Proceedings of USENIX Annual Technical Conference (USENIX'05), Anaheim, California, USA, April 10-15, 2005, pp.391-394.
26. R. Nathuji and K. Schwan. Virtual Power: Coordinated Power Management in Virtualized Enterprise Systems. In Proceedings of ACM Symposium on Operating Systems Principles (SOSP'07), Stevenson, WA, USA, October 14-17, 2007.
27. I. Rodero, J. Jaramillo, A. Quiroz, M. Parashar and F. Guim. Towards Energy-aware Autonomic Provisioning for Virtualized Environments. In Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing (HPDC'10), Chicago, Illinois, USA, June 20-25, 2010, pp. 320-323.
28. K. Sato, H. Sato, S. Matsuoka. Model-based Optimization for Data-intensive Application on Virtual Cluster. In The 9th IEEE/ACM International Conference on Grid Computing (Grid'08), Tsukuba, Japan, pp.367-368
29. B. Sotomayor, K. Keahey and I. Foster. Combining Batch Execution and Leasing Using Virtual Machines. In Proceedings of the Eighteenth International Symposium on High Performance Distributed Computing (HPDC'08), June 23-27, 2008, Boston, MA, USA, pp.87-96.
30. M. Tarighi, S. A. Motamedi and S. Sharifian. "A New Model for Virtual Machine Migration in Virtualized Cluster Server Based on Fuzzy Decision Making", Journal of Telecommunications, Vol.1, No.1, February 2010, pp.40-51.
31. A. Verma, P. Ahuja, and A. Neogi. pMapper: Power and Migration Cost Aware Application Placement in Virtualized Systems. In Proceedings of the 9th ACM/IFIP/USENIX International Conference on Middleware (Middleware'08), Springer-Verlag, Leuven, Belgium, December 1-5, 2008, pp.243-264.
32. W. Voorsluys, J. Broberg, S. Venugopal, and R. Buyya. Cost of Virtual Machine Live Migration in Clouds: A Performance Evaluation. In Proceedings of the 1st International Conference on Cloud Computing, Lecture Notes In Computer Science, Beijing, China, December, 2009, pp.254-265.
33. T. Wood, P. Shenoy, A. Venkataramani and M. Yousif. Blackbox and Gray-box Strategies for Virtual Machine Migration. In Proceedings of 4th USENIX Symposium on Networked Systems Design and Implementation (NSDI'07), Cambridge, MA, USA, April 11-13, 2007, pp. 229-242.