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Towards soft optimization techniques for parallel cognitive applications

Published: 09 June 2007 Publication History

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References

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S. Cass. Winner: a fountain of knowledge. IEEE Spectr., 41(1):68--75, 2004.
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H. Chafi et al. A scalable, non-blocking approach to transactional memory. In 13th International Symposium on High Performance Computer Architecture (HPCA). Feb 2007.
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P. Dubey. Recognition, mining and synthesis moves computers to the era of tera. Technology@Intel Magazine, pages 1--10, February 2005.
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X. Li and D. Yeung. Exploiting soft computing for increased fault tolerance. In Proceedings of Workshop on Architectural Support for Gigascale Integration, June 2006.
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K. Murphy et al. Loopy belief propagation for approximate inference: An empirical study. In Proceedings of the 15th Annual Conference on Uncertainty in Artificial Intelligence (UAI-99), pages 467--47, San Francisco, CA, 1999. Morgan Kaufmann.
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  • (2020)Convergence-Aware Neural Network Training2020 57th ACM/IEEE Design Automation Conference (DAC)10.1109/DAC18072.2020.9218518(1-6)Online publication date: Jul-2020
  • (2019)Analyzing and optimizing the performance and energy efficiency of transactional scientific applications on large-scale NUMA systems with HTM supportJournal of Parallel and Distributed Computing10.1016/j.jpdc.2018.12.007127:C(1-17)Online publication date: 1-May-2019
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cover image ACM Conferences
SPAA '07: Proceedings of the nineteenth annual ACM symposium on Parallel algorithms and architectures
June 2007
376 pages
ISBN:9781595936677
DOI:10.1145/1248377
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 09 June 2007

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Author Tags

  1. cognitive applications
  2. optimization
  3. parallel algorithms
  4. parallel programming

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SPAA07

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Overall Acceptance Rate 447 of 1,461 submissions, 31%

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Cited By

View all
  • (2020)Convergence-aware neural network trainingProceedings of the 57th ACM/EDAC/IEEE Design Automation Conference10.5555/3437539.3437646(1-6)Online publication date: 20-Jul-2020
  • (2020)Convergence-Aware Neural Network Training2020 57th ACM/IEEE Design Automation Conference (DAC)10.1109/DAC18072.2020.9218518(1-6)Online publication date: Jul-2020
  • (2019)Analyzing and optimizing the performance and energy efficiency of transactional scientific applications on large-scale NUMA systems with HTM supportJournal of Parallel and Distributed Computing10.1016/j.jpdc.2018.12.007127:C(1-17)Online publication date: 1-May-2019
  • (2018)Quantifying the Performance and Energy-Efficiency Impact of Hardware Transactional Memory on Scientific Applications on Large-Scale NUMA Systems2018 IEEE International Parallel and Distributed Processing Symposium (IPDPS)10.1109/IPDPS.2018.00090(804-813)Online publication date: May-2018
  • (2010)GreenACM SIGPLAN Notices10.1145/1809028.180662045:6(198-209)Online publication date: 5-Jun-2010
  • (2010)GreenProceedings of the 31st ACM SIGPLAN Conference on Programming Language Design and Implementation10.1145/1806596.1806620(198-209)Online publication date: 5-Jun-2010
  • (2010)Exploiting approximate value locality for data synchronization on multi-core processorsProceedings of the IEEE International Symposium on Workload Characterization (IISWC'10)10.1109/IISWC.2010.5650333(1-10)Online publication date: 2-Dec-2010
  • (2008)Accelerating cogent confabulation: An exploration in the architecture design space2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)10.1109/IJCNN.2008.4633965(1292-1300)Online publication date: Jun-2008

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