Prediction based proactive thermal virtual machine scheduling in green clouds

The Scientific World Journal

Volumn 2014, Issue , 2014, Pages

  Kinger, Supriya ^a   Kumar, Rajesh ^b   Sharma, Anju ^b  

^a SGGS World University   (India)

^b THAPAR UNIVERSITY   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CLOUD COMPUTING; ENERGY CONSERVATION; ENERGY CONSUMPTION; INFORMATION PROCESSING; MACHINE LEARNING; PREDICTION; RESOURCE MANAGEMENT; TEMPERATURE MEASUREMENT; VIRTUAL REALITY; AIR CONDITIONING; ALGORITHM; AUTOMATED PATTERN RECOGNITION; DEVICE FAILURE ANALYSIS; DEVICES; ENERGY TRANSFER; EQUIPMENT DESIGN; FEEDBACK SYSTEM; HEAT; INTERNET; PROCEDURES; SUPPORT VECTOR MACHINE;

AIR CONDITIONING; ALGORITHMS; CONSERVATION OF ENERGY RESOURCES; ENERGY TRANSFER; EQUIPMENT DESIGN; EQUIPMENT FAILURE ANALYSIS; FEEDBACK; HOT TEMPERATURE; INTERNET; PATTERN RECOGNITION, AUTOMATED; SUPPORT VECTOR MACHINES;

EID: 84897558406     PISSN: None     EISSN: 1537744X     Source Type: Journal    
DOI: 10.1155/2014/208983     Document Type: Article

References (24)

1. Hayes B., Cloud computing. Communication ACM 2008 51 7 9 11
2. Beloglazov A., Buyya R., Energy efficient resource management in virtualized cloud data centers. Proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing (CCGrid '10) May 2010 826 831 2-s2.0-77954894902 10.1109/CCGRID.2010.46
3. Bilal K., Khan S. U., Zhang L., Li H., Hayat K., Madani S. A., Min-Allah N., Wang L., Chen D., Iqbal M., Xu C. Z., Zomaya A. Y., Quantitative comparisons of the state of the art data center architectures, Concurrency and Computation. Practice and Experience 2013 25 12 1771 1783
4. Lee Y. C., Zomaya A. Y., Energy efficient utilization of resources in cloud computing systems. Journal of Supercomputing 2012 60 2 268 280 2-s2.0-77949480391 10.1007/s11227-010-0421-3
5. Kim K. H., Buyya R., Kim J., Power aware scheduling of bag-of-tasks applications with deadline constraints on DVS-enabled clusters. Proceedings of the 7th IEEE International Symposium on Cluster Computing and the Grid (CCGrid '07) May 2007 541 548 2-s2.0-34548305045 10.1109/CCGRID.2007.85
6. Kim N., Cho J., Seo E., Energy-based accounting and scheduling of virtual machines in a cloud system. Proceedings of the IEEE/ACM International Conference on Green Computing and Communications (GreenCom '11) August 2011 176 181 2-s2.0-81255192080 10.1109/GreenCom.2011.37
7. Pratt I., Warfield A., Barham P., Neugebauer R., Xen and the art of virtualization. Proceedings of the 19th ACM Symposium on Operating Systems Principles 2003 Bolton Landing, NY, USA 113 1118
8. Bhadri S., Ramakrishna M. S., Bhat S., Enhanced power monitoring for Dell Power Edge servers. Dell Power Solutions 2008 1 176 1181
9. Jenne J., Nijhawan V., Hormuth R., Architecture (DESA) for 11G rack and tower servers. Dell White Paper, 2009
10. Merkel A., Stoess J., Bellosa F., Resource-conscious scheduling for energy efficiency on multicore processors. Proceedings of the 5th ACM EuroSys Conference on Computer Systems (EuroSys '10) April 2010 153 166 2-s2.0-77954607799 10.1145/1755913.1755930
11. Sharma R. K., Bash C. E., Patel C. D., Friedrich R. J., Chase J. S., Balance of power: dynamic thermal management for internet data centers. IEEE Internet Computing 2005 9 1 42 49 2-s2.0-14844363626 10.1109/MIC.2005.10 (Pubitemid 40351898)
12. Ayoub R., Indukuri K., Rosing T. S., Temperature aware dynamic workload scheduling in multisocket CPU servers. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 2011 30 9 1359 1372 2-s2.0-80052070381 10.1109/TCAD.2011.2153852
13. Song Y., Wang H., Yaqiong L., Feng B., Sun Y., Multi-tiered on-demand resource scheduling for VM-based data center. Proceedings of the 9th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGRID '09) May 2009 148 155 2-s2.0-70349737681 10.1109/CCGRID.2009.11
14. Kusic D., Kephart J. O., Hanson J. E., Kandasamy N., Jiang G., Power and performance management of virtualized computing environments via lookahead control. Cluster Computing 2009 12 1 1 15 2-s2.0-60549096461 10.1007/s10586-008-0070-y
15. Liu, Wang H., Liu X., Jin X., Green cloud: a new architecture for green data center. Proceedings of the 6th International Conference on Autonomic Computing 2009 Barcelona, Spain 87 95
16. Moore J., Chase J. S., Ranganathan P., Weatherman: automated, online, and predictive thermal mapping and management for data centers. Proceedings of the 3rd International Conference on Autonomic Computing (ICAC '06) June 2006 Dublin, Ireland 155 164 2-s2.0-34247640382
17. Bash C., Forman G., Cool job allocation: Measuring the power savings of placing jobs at cooling-efficient locations in the data center. Proceedings of the Annual Technical Conference on USENIX 2007 Santa Clara, Calif, USA
18. Ramos L., Bianchini R., C-oracle: predictive thermal management for data centers. Proceedings of the IEEE 14th International Symposium on High Performance Computer Architecture (HPCA '08) February 2008 Salt Lake City, Utah, USA 111 122 2-s2.0-57749193513 10.1109/HPCA.2008.4658632
19. Heath T., Centeno A. P., George P., Ramos L., Jaluria Y., Bianchini R., Mercury and freon: temperature emulation and management for server systems. Proceedings of Twelfth International Conference on Architectural Support for Programming Languages and Operating Systems 2006 San Jose, Calif, USA
20. Liu X., Wang C., Zhou B. B., Chen J., Yang T., Zomaya A. Y., Priority-based consolidation of parallel workloads in the cloud. IEEE Transactions on Parallel and Distributed Systems 2013 24 9 1874 1883
21. Kaur A., Kinger S., Temperature aware resource scheduling in green clouds. Proceedings of the IEEE International Conference on Advances in Computing, Communications and Informatics (ICACCI '13) August 2013 1919 1923
22. Kinger S., Kumar R., Sharma A., Workload and temperature based workload scheduling. Green Clouds 2013 New York, NY, USA Springer 32 41 Lecture Notes in Computer Science
23. http://www.alcpu.com/CoreTemp/
24. Wang L., von Laszewski G., Huang F., Dayal J., Frulani T., Fox G., Task scheduling with ANN-based temperature prediction in a data center: a simulation-based study. Engineering with Computers 2011 27 4 381 391 2-s2.0-80855133469 10.1007/s00366-011-0211-4