A dynamic optimization model for power and performance management of virtualized clusters

Proceedings of the e-Energy 2010 - 1st Int'l Conf. on Energy-Efficient Computing and Networking

Volumn , Issue , 2010, Pages 225-233

  Petrucci, Vinicius ^a   Loques, Orlando ^a   Mossé, Daniel ^b  

^a FLUMINENSE FEDERAL UNIVERSITY   (Brazil)

^b UNIVERSITY OF PITTSBURGH   (United States)

Author keywords

combinatorial optimization; power aware computing; server virtualization; web server clusters

Indexed keywords

DATA CENTERS; DYNAMIC OPTIMIZATION MODELS; ENERGY COST; OPTIMIZATION MODELS; OPTIMIZATION SOLUTION; PERFORMANCE MANAGEMENT; POWER CONSUMPTION; POWER-AWARE COMPUTING; SERVER CLUSTER; VIRTUALIZATIONS; WEB APPLICATION; WEB CLUSTERS; WEB SERVER CLUSTER; WEB-BASED APPLICATIONS;

COMBINATORIAL OPTIMIZATION; MATHEMATICAL MODELS;

WEB SERVICES;

EID: 77954464963     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1791314.1791350     Document Type: Conference Paper

References (28)

1. Paul Barham et al. Xen and the art of virtualization. In SOSP'03, pages 164-177. ACM, 2003.
2. Luciano Bertini et al. Statistical QoS guarantee and energy-efficiency in web server clusters. In ECRTS'07, pages 83-92, 2007.
3. Ricardo Bianchini and Ram Rajamony. Power and energy management for server systems. Computer, 37(11):68-74, 2004.
4. Martin Bichler, Thomas Setzer, and Benjamin Speitkamp. Capacity Planning for Virtualized Servers. Workshop on Information Technologies and Systems (WITS), Milwaukee, Wisconsin, USA, 2006.
5. Kenneth Church, Albert Greenberg, and James Hamilton. On delivering embarrassingly distributed cloud services. In HotNets, 2008.
6. Xiaobo Fan, Wolf-Dietrich Weber, and Luiz Andre Barroso. Power provisioning for a warehouse-sized computer. In ISCA '07: Proceedings of the 34th annual international symposium on Computer architecture, pages 13-23, New York, NY, USA, 2007. ACM.
7. Mohamed Haouari and Mehdi Serairi. Heuristics for the variable sized bin-packing problem. Comput. Oper. Res., 36(10):2877-2884, 2009.
8. Brian Hayes. Cloud computing. Commun. ACM, 51(7):9-11, 2008.
9. Tibor Horvath et al. Dynamic voltage scaling in multitier web servers with end-to-end delay control. IEEE Transactions on Computers, 56(4):444-458, 2007.
10. ILOG, Inc. CPLEX, 2009. http://www.ilog.com/products/cplex/.
11. Evangelia Kalyvianaki, Themistoklis Charalambous, and Steven Hand. Self-adaptive and self-configured cpu resource provisioning for virtualized servers using kalman filters. In ICAC '09, pages 117-126, New York, NY, USA, 2009. ACM.
12. Nagarajan Kandasamy et al. Self-optimization in computer systems via on-line control: Application to power management. In ICAC '04, pages 54-61, 2004.
13. G. Khanna et al. Application performance management in virtualized server environments. 10th IEEE/IFIP Network Operations and Management Symposium, pages 373-381, 0-0 2006.
14. B. Khargharia et al. Autonomic power & performance management for large-scale data centers. IEEE International Symposium on Parallel and Distributed Processing, March 2007.
15. B. Khargharia et al. Autonomic power and performance management for computing systems. Cluster Computing, 11(2):167-181, 2008. (Pubitemid 351411542)
16. Dara Kusic et al. Power and performance management of virtualized computing environments via lookahead control. Cluster Computing, 12(1):1-15, 2009.
17. McKinsey & Company. Revolutionizing data center efficiency. http://uptimeinstitute.org, 2008.
18. Vinicius Petrucci, Orlando Loques, and Daniel Mossé. A framework for dynamic adaptation of power-aware server clusters. In SAC '09: Proceedings of the 24th ACM Symposium on Applied Computing. ACM, 2009.
19. Ted Ralphs. Branch Cut and Price Resource Web. http://www.branchandcut. org/, 2009.
20. Cosmin Rusu et al. Energy-efficient real-time heterogeneous server clusters. In RTAS'06, pages 418-428, 2006.
21. Vivek Sharma et al. Power-aware QoS management in web servers. In RTSS'03, pages 63-72, 2003.
22. SPEC. SPECpower benchmark. http://www.spec.org/power-ssj2008/, 2008.
23. Shekhar Srikantaiah et al. Energy aware consolidation for cloud computing. In USENIX Workshop on Power Aware Computing and Systems, 2008.
24. The Apache Software Foundation. Apache HTTP server version 2.2. http://httpd.apache.org/docs/2.2/, 2008.
25. A. Starikovskiy V. Palladi. The ondemand governor: past, present and future. Proceedings of Linux Symposium, 2:223-238, 2001.
26. Akshat Verma, Puneet Ahuja, and Anindya Neogi. Power-aware dynamic placement of HPC applications. In ICS '08, pages 175-184, New York, NY, USA, 2008. ACM.
27. Akshat Verma et al. pMapper: power and migration cost aware application placement in virtualized systems. In Middleware'08, pages 243-264, 2008.
28. Yefu Wang et al. Power-efficient response time guarantees for virtualized enterprise servers. In RTSS'08, pages 303-312, 2008.