Modeling the Impact of Reduced Memory Bandwidth on HPC Applications

Tiwari, A; Gamst, A; Laurenzano, M; Schulz, M; Carrington, L

doi:10.1007/978-3-319-09873-9_6

Title: Modeling the Impact of Reduced Memory Bandwidth on HPC Applications

Conference · Tue May 27 00:00:00 EDT 2014

DOI:https://doi.org/10.1007/978-3-319-09873-9_6· OSTI ID:1162260

Tiwari, A; Gamst, A; Laurenzano, M; Schulz, M; Carrington, L

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Research Organization:: Lawrence Livermore National Laboratory (LLNL), Livermore, CA (United States)

Sponsoring Organization:: USDOE

DOE Contract Number:: DE-AC52-07NA27344

OSTI ID:: 1162260

Report Number(s):: LLNL-CONF-655084

Resource Relation:: Journal Volume: 8632; Conference: Presented at: EuroPar 2014, Porto, Portugal, Aug 25 - Aug 29, 2014

Country of Publication:: United States

Language:: English

References (21)

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The NAS parallel benchmarks---summary and preliminary results Bailey, D. H.; Schreiber, R. S.; Simon, H. D. Proceedings of the 1991 ACM/IEEE conference on Supercomputing - Supercomputing '91 https://doi.org/10.1145/125826.125925	conference	January 1991
Performance modeling in action: Performance prediction of a Cray XT4 system during upgrade Barker, Kevin J.; Davis, Kei; Kerbyson, Darren J. Distributed Processing (IPDPS), 2009 IEEE International Symposium on Parallel & Distributed Processing https://doi.org/10.1109/IPDPS.2009.5161098	conference	May 2009
A regression-based approach to scalability prediction Barnes, Bradley J.; Rountree, Barry; Lowenthal, David K. Proceedings of the 22nd annual international conference on Supercomputing - ICS '08 https://doi.org/10.1145/1375527.1375580	conference	January 2008
Random Forests Breiman, Leo Machine Learning, Vol. 45, Issue 1, p. 5-32 https://doi.org/10.1023/A:1010933404324	journal	January 2001
Semicoarsening Multigrid on Distributed Memory Machines Brown, Peter N.; Falgout, Robert D.; Jones, Jim E. SIAM Journal on Scientific Computing, Vol. 21, Issue 5 https://doi.org/10.1137/S1064827598339141	journal	January 2000
CoScale: Coordinating CPU and Memory System DVFS in Server Systems Deng, Qingyuan; Meisner, David; Bhattacharjee, Abhishek 2012 45th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO) https://doi.org/10.1109/MICRO.2012.22	conference	December 2012
Limiting the power consumption of main memory Diniz, Bruno; Guedes, Dorgival; Meira, Wagner ACM SIGARCH Computer Architecture News, Vol. 35, Issue 2 https://doi.org/10.1145/1273440.1250699	journal	June 2007
hypre: A Library of High Performance Preconditioners Falgout, Robert D.; Yang, Ulrike Meier; Goos, Gerhard Computational Science — ICCS 2002: International Conference Amsterdam, The Netherlands, April 21–24, 2002 Proceedings, Part III https://doi.org/10.1007/3-540-47789-6_66	book	April 2002
machine. Friedman, Jerome H. The Annals of Statistics, Vol. 29, Issue 5 https://doi.org/10.1214/aos/1013203451	journal	October 2001
Bridging Performance Analysis Tools and Analytic Performance Modeling for HPC Hoefler, Torsten Euro-Par 2010 Parallel Processing Workshops https://doi.org/10.1007/978-3-642-21878-1_60	book	January 2011
Special section: Large-scale system performance modeling and analysis Hoisie, A.; Kerbyson, D. J.; Mendes, C. Future Generation Computer Systems, Vol. 22, Issue 3 https://doi.org/10.1016/j.future.2004.11.014	journal	February 2006
An Approach to Performance Prediction for Parallel Applications Ipek, Engin; de Supinski, Bronis R.; Schulz, Martin Euro-Par 2005 Parallel Processing https://doi.org/10.1007/11549468_24	book	January 2005
Codesign Challenges for Exascale Systems: Performance, Power, and Reliability Kerbyson, Darren; Vishnu, Abhinav; Barker, Kevin Computer, Vol. 44, Issue 11 https://doi.org/10.1109/MC.2011.298	journal	November 2011
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PEBIL: Efficient static binary instrumentation for Linux Laurenzano, Michael A.; Tikir, Mustafa M.; Carrington, Laura 2010 IEEE International Symposium on Performance Analysis of Systems & Software (ISPASS) https://doi.org/10.1109/ISPASS.2010.5452024	conference	March 2010
Reducing Energy Usage with Memory and Computation-Aware Dynamic Frequency Scaling Laurenzano, Michael A.; Meswani, Mitesh; Carrington, Laura Euro-Par 2011 Parallel Processing https://doi.org/10.1007/978-3-642-23400-2_9	book	January 2011
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Modeling Power and Energy Usage of HPC Kernels Tiwari, Ananta; Laurenzano, Michael A.; Carrington, Laura 2012 26th IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2012 IEEE 26th International Parallel and Distributed Processing Symposium Workshops & PhD Forum https://doi.org/10.1109/IPDPSW.2012.121	conference	May 2012

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