A power aware study for vtdirect95 using DVFS

Spring Simulation Multiconference 2009 - Co-located with the 2009 SISO Spring Simulation Interoperability Workshop

Volumn , Issue , 2009, Pages

  Cao, Zhenwei ^a   Watson, Layne T ^b   Cameron, Kirk W ^a   Gey, Rong ^c  

^a Department of Computer Science ^*  (United States)

^b VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^c MARQUETTE UNIVERSITY   (United States)

Author keywords

DVFS; High performance computing; Power consumption; Theoretical bound; VTDIRECT95

Indexed keywords

DYNAMIC FREQUENCY SCALING; ELECTRIC POWER UTILIZATION; ENERGY CONSERVATION; ENERGY UTILIZATION; GLOBAL OPTIMIZATION; GREEN COMPUTING; NONLINEAR PROGRAMMING; OPTIMIZATION; VOLTAGE SCALING;

DETERMINISTIC GLOBAL OPTIMIZATION; DVFS; HIGH PERFORMANCE COMPUTING; HIGH PERFORMANCE COMPUTING (HPC); LARGE-SCALE NONLINEAR PROGRAMMING; MATHEMATICAL SOFTWARE; THEORETICAL BOUNDS; VTDIRECT95;

POWER MANAGEMENT;

EID: 85017244008     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (24)

1. Choi, K., Soma, R., and Pedram, M. 2004, "Dynamic voltage and frequency scaling based on workload decomposition", in Proceedings of the 2004 International Symposium on Low Power Electronics and Design, 174-179.
2. Seth, K., Anantaraman, A., Mueller, F., and Rotenberg, E. 2003, "FAST: Frequencyaware static timing analysis", in Proceedings of 24th IEEE International RealTime Systems Symposium, 44-51.
3. Freeh, V. W., Pan, F., Lowenthal, D. K., Kappiah, N., Springer, R., Rountree, B. L., and Femal, M. E. 2007, "Analyzing the energytime tradeoff in highperformance computing applications", IEEE Transactions on Parallel and Distributed Systems, 18 (6): 835-848.
4. Cho, S., and Melhem, R. 2008, "Corollaries to Amdahl's law for energy", IEEE Computer Architecture Letters, 7 (1): 25-28.
5. Hsu, C., and Kremer, U. 2003, "The Design, Implementation, and Evaluation of a Compiler Algorithm for CPU Energy Reduction", ACM SIGPLAN Notices, 38 (5): 38-48.
6. Hsu, C., and Feng, W. 2005, "A PowerAware RunTime System for HighPerformance Computing", in Proceedings of the 2005 ACM/IEEE Conference on Supercomputing, 9 pages.
7. Cameron, K. W., Feng, X., and Ge, R. 2005, "Performanceconstrained Distributed DVS Scheduling for Scientific Applications on Poweraware Clusters", in Proceedings of the 2005 ACM/IEEE Conference on Supercomputing, 11 pages.
8. Ge, R., Feng, X., Feng, W., and Cameron, K. W. 2007, "CPU Miser: A performanceDirected, RunTime System for Poweraware Clusters", in Proceedings of the 2007 International Conference on Parallel Processing (ICPP 07), 8 pages.
9. Tolentino, M., Turner, J., and Cameron, K. W. 2007, "An Implementation of Page Allocation Shaping for Energy Efficiency", in Parallel and Distributed Processing Symposium, 1-8.
10. Diniz, B., Guedes, D., Meira J. W., and Bianchini, R. 2007, "Limiting the Power Consumption of Main Memory", ACM SIGARCH Computer Architecture News, 35 (2): 290-301.
11. Pohleim, H. 1996, "GEATbx: Genetic and Evolutionary Algorithm Toolbox for Use with Matlab Documentation", Ph. D. thesis, Technical University Ilmenau, Germany.
12. Finkel, D. E., and Kelley, C. T. 2004, "Convergence analysis of the DIRECT algorithm", Optimization Online Digest, August, 2004, 10 pages.
13. He, J., Verstak, A., Sosonkina, M., and Watson, L. T. 2007, "Performance modeling and analysis of a massively parallel DIRECT: Part 1", Technical Report TR0702, Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, to appear in International Journal of High Performance Computing Applications.
14. He, J., Verstak, A., Sosonkina, M., and Watson, L. T. 2007, "Performance modeling and analysis of a massively parallel DIRECT: Part 2", Technical Report TR0702, Department of Computer Science, Virginia Polytechnic Institute and State University, Blacksburg, VA, to appear in International Journal of High Performance Computing Applications.
15. He, J., Watson, L. T., Ramakrishnan, N., Shaffer, C. A., Verstak, A., Jiang, J., Bae, K., and Tranter, W. H. 2002, "Dynamic data structures for a direct search algorithm", Computational Optimization and Applications, 23 (1): 5-25.
16. He, J., Verstak, A., Watson, L. T., Stinson, C. A., Ramakrishnan, N., Shaffer, C. A., Rappaport, T. S., Anderson, C. R., Bae, K., Jiang, J., and Tranter, W. H. 2004, "Globally optimal transmitter placement for indoor wireless communication systems", IEEE Transactions on Wireless Communications, 3 (6): 1906-1911.
17. Panning, T. D., Watson, L. T., Allen, N. A., Chen, K. C., Shaffer, C. A., and Tyson, J. J. 2008, "Deterministic parallel global parameter estimation for a model of the budding yeast cell cycle", Journal of Global Optimization, 40 (4): 719-738.
18. Jones, D. R., Pertunen, C. D., and Stuckman, B. E. 1993, "Lipschitzian optimization without the Lipschitz constant", Optimization Theory and Applications, 79 (1): 57-181.
19. Baker, C. A., Watson, L. T., Grossman, B., Haftka, R. T., and Mason, W. H. 2000, "Parallel global aircraft configuration design space exploration", in Practical parallel computing, Nova Science Publishers inc., 79-96.
20. Carter, R. G., Gablonsky, J. M., Patrick, A., Kelly, C. T., and Eslinger, O. J. 2001, "Algorithms for noisy problems in gas transmission pipeline optimization", Optimization and engineering, 2 (2): 139-157.
21. BartholomewBiggs, M. C., Parkhurst, S. C., and Wilson, S. P. 2003, "Global optimization approaches to an aircraft routing problem", European Journal of Operational Research, 146 (2): 417-431.
22. Zhu, H. and Bogy, D. B. 2002, "DIRECT algorithm and its application to slider airbearing surface optimization", IEEE Transactions on Magnetics, 38 (5): 2168-2170.
23. Ljungberg, K., Holmgren, S., and Carlborg, ö. 2004, "Simultaneous search for multiple QTL using the global optimization algorithm DIRECT", Bioinformatics, 20 (12): 1887-1895.
24. Zwolak, J. W., Tyson, J. J., and Watson, L. T. 2005, "Globally optimised parameters for a model of mitotic control in frog egg extracts", IEE Proceedings Systems Biology, 152 (2): 81-92.