Dynamic frequency scaling algorithms for improving the CPU's energy efficiency

Proceedings - 2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing, ICCP 2011

Volumn , Issue , 2011, Pages 485-491

  Anghel, Ionut ^a   Cioara, Tudor ^a   Salomie, Ioan ^a   Copil, Georgiana ^a   Moldovan, Daniel ^a   Pop, Cristina ^a  

^a TECHNICAL UNIVERSITY OF CLUJ NAPOCA   (Romania)

Author keywords

CPU energy efficiency; dynamic frequency scaling; fuzzy logic; immune inspired

Indexed keywords

BIOLOGICALLY INSPIRED; CLONAL SELECTION; COMPUTATIONAL PERFORMANCE; CPU ENERGY EFFICIENCY; DYNAMIC FREQUENCY SCALING; FUZZY LOGIC-BASED ALGORITHM; IMMUNE INSPIRED; IMMUNE-INSPIRED ALGORITHMS; OPTIMAL POWER; PROCESSOR PERFORMANCE; SERVICE CENTER; TRANSITION COSTS;

ALGORITHMS; ANTIGENS; COMPUTATIONAL EFFICIENCY; FUZZY LOGIC; FUZZY SYSTEMS; OPTIMIZATION;

ENERGY EFFICIENCY;

EID: 80755142931     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCP.2011.6047920     Document Type: Conference Paper

References (20)

1. GAMES FP7 Research Project, http://www.green-datacenters.eu/
2. M. Uddin and A. Rahman, "Server Consolidation: An Approach to Make Data Centers Energy Efficient & Green", International Journal of Scientific & Engineering Research, Volume 1, Issue 1, 2010.
3. ACPI - Advanced Configuration and Power Interface, http://www.acpi.info
4. J. Chase, and R. Doyle, "Balance of power: energy management for server clusters", In Proceedings of the Eighth Workshop on Hot Topics in Operating Systems, ISBN 0-695-1040-X, 2001.
5. B. Kharghasia, S. Hariri, M. Yousif, "Autonomic power and performance management for computing systems", Cluster Computing, Vol. 11(2), 167-181, ISSN:1386-7857, 2008.
6. N. Wang, N. Kandasamy, A. Guez, "Distributed Cooperative Control for Adaptive Performance Management", IEEE Internet Computing, vol. 11 (1), 31-39, 2007. (Pubitemid 46332141)
7. R. Minerick, V. Freeh, P. Kogge, "Dynamic Power Management using Feedback", In: Proceedings of Workshop on Compilers and Operating Systems for Low Power, 2002.
8. R. Gupta, S. Irani, S. Shukla, "Formal Methods for Dynamic Power Management", In: IEEE/ACM international conference on Computer-aided design, 874, 2003.
9. L. Bircher, L. John, "Analysis of Dynamic Power Management on Multi-CoreProcessors", In: Proc. of the 22nd annual international conference on Supercomputing, 327-338, 2008.
10. A. Kansal, F. Zhao, J. Liu, et al., "Virtual machine power metering and provisioning", Proceedings of the 1st ACM symposium on Cloud computing, 39-50, ISBN:978-1-4503-0036-0, 2010.
11. J. Stoess, C. Lang, L. Bellosa, "Energy Management fur Hypervisor-Based Virtual Machines", USENIX Annual Technical Conference, 2007.
12. B. W. Verdaasdunk, H. F. J. M. Koupman, F. C. T. van der Helm, "Energy efficient walking with central pattern generators: from passive dynamic walking to biologically inspired control", Springer-Verlag, Biological Cybernetics, Volume 101, Issue 1 (August 2009), Pages: 49-61, 2009, ISSN:0340-1200.
13. P. Champrasert, J. Suzuki, "SymbioticSphere: A Biologically-Inspired Autonomic Architecture for Self-Adaptive and Self-Healing Server Farms," Proceedings of the 2nd IEEE International Workshop on Autonomic Communications and Computing (ACC), June 2006.
14. P. Boonma, J. Suzuki, "Biologically-inspired Adaptive Power Management for Wireless Sensor Networks," In G. Aggelou (ed), Handbook of Wireless Mesh & Sensor Networking, Chapter 3.4.8, pp. 190-202, McGraw-Hill, ISBN 978-0071482561, 2008.
15. D. Floreano, C. Mattiussi. "Bio-Inspired Artificial Intelligence". MIT Press, 2008.
16. Z. Chen, Y. Zhu, M. Yuan, "Towards Self-Optimization in Utility Computing using Fuzzy Logic Controller", In proceedings of the IEEE International Conference on Service Operations and Logistics, and Informatics, Beijing, China, (August 10-12 2005), 1092-1095.
17. cpufreq utility, http://www.kernel.org/pub/Linux/utils/kernel/cpufreq/ cpufrequtils.html.
18. CentOS Enterprise Linux Distribution, htm://www.centos.org/.
19. Super Pi benchmark, http://www.super-computing.org/.
20. ISO-TECH IPM3005, http://www.iso-techonline.com/products/iso-tech- electrical-installation-testers.html