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Irregular applications: architectures & algorithms

Published: 13 November 2011 Publication History

Abstract

Irregular applications are characterized by irregular data structures, control and communication patterns. Novel irregular high performance applications which deal with large data sets and require have recently appeared. Unfortunately, current high performance systems and software infrastructures executes irregular algorithms poorly. Only coordinated efforts by end user, area specialists and computer scientists that consider both the architecture and the software stack may be able to provide solutions to the challenges of modern irregular applications.

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References

[1]
Katherine A. Yelick. Programming models for irregular applications. SIGPLAN Not., 28:28--31, January 1993.
[2]
Kahan, and Petr Konecny. ELDORADO. In CF '05: International Conference on Computing Frontiers, pages 28--34, 2005.

Cited By

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  • (2017)The sparse data reduction engineProceedings of the International Symposium on Memory Systems10.1145/3132402.3132431(34-48)Online publication date: 2-Oct-2017
  • (2017)Exploring performance and energy tradeoffs for irregular applicationsJournal of Parallel and Distributed Computing10.1016/j.jpdc.2016.06.006104:C(234-251)Online publication date: 1-Jun-2017

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  1. Irregular applications: architectures & algorithms

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    cover image ACM Conferences
    IA3 '11: Proceedings of the 1st Workshop on Irregular Applications: Architectures and Algorithms
    November 2011
    52 pages
    ISBN:9781450311212
    DOI:10.1145/2089142

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 13 November 2011

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    Author Tags

    1. algorithms
    2. architectures
    3. irregular applications

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    View all
    • (2017)The sparse data reduction engineProceedings of the International Symposium on Memory Systems10.1145/3132402.3132431(34-48)Online publication date: 2-Oct-2017
    • (2017)Exploring performance and energy tradeoffs for irregular applicationsJournal of Parallel and Distributed Computing10.1016/j.jpdc.2016.06.006104:C(234-251)Online publication date: 1-Jun-2017

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