Article

Pattern-Based Parallel Programming

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K. TanAuthors Info & Claims

ICPP '02: Proceedings of the 2002 International Conference on Parallel Processing

Page 257

Published: 18 August 2002 Publication History

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Abstract

The advantages of pattern-based programming have been well-documented in the sequential programming literature. However patterns have yet to make their way into mainstream parallel computing, even though several research tools support them. There are two critical shortcomings of pattern (or template) based systems for parallel programming: lack of extensibility and performance. This paper describes our approach for addressing these problems in the CO2P3S parallel programming system. CO2P3S supports multiple levels of abstraction, allowing the user todesign an application with high-level patterns, but move to lower levels of abstraction for performance tuning. Patterns are implemented as parameterized templates, allowing the user the ability to customize the pattern to meet their needs. CO2P3S generates code that is specific to the pattern/parameter combination selected by the user. The MetaCO2P3S tool addresses extensibility by giving usersthe ability to design and add new pattern templates to CO2P3S. Since the pattern templates are stored in a system-independent format, they are suitable for storing in a repository to be shared throughout the user community.

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Aldinucci MCampa SKilpatrick PTorquati M(2012)Structured data access annotations for massively parallel computationsProceedings of the 18th international conference on Parallel processing workshops10.1007/978-3-642-36949-0_42(381-390)Online publication date: 27-Aug-2012
https://dl.acm.org/doi/10.1007/978-3-642-36949-0_42
Newburn CSo BLiu ZMcCool MGhuloum AToit SWang ZDu ZChen YWu GGuo PLiu ZZhang D(2011)Intel's Array Building BlocksProceedings of the 9th Annual IEEE/ACM International Symposium on Code Generation and Optimization10.5555/2190025.2190069(224-235)Online publication date: 2-Apr-2011
https://dl.acm.org/doi/10.5555/2190025.2190069
Mejía ISüdholt MNavarro LCazzola WGonzález SHaupt MLahire PVan Baelen S(2011)A study of invasive composition for the evolution of a health information systemProceedings of the 2nd international workshop on Variability & composition10.1145/1961359.1961362(7-11)Online publication date: 21-Mar-2011
https://dl.acm.org/doi/10.1145/1961359.1961362
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Index Terms

Pattern-Based Parallel Programming
1. Computing methodologies
  1. Parallel computing methodologies
    1. Parallel programming languages
2. Software and its engineering
  1. Software notations and tools
    1. General programming languages
      1. Language types
        Parallel programming languages

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ICPP '02: Proceedings of the 2002 International Conference on Parallel Processing

August 2002

ISBN:0769516777

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IEEE Computer Society

United States

Publication History

Published: 18 August 2002

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Aldinucci MCampa SKilpatrick PTorquati M(2012)Structured data access annotations for massively parallel computationsProceedings of the 18th international conference on Parallel processing workshops10.1007/978-3-642-36949-0_42(381-390)Online publication date: 27-Aug-2012
https://dl.acm.org/doi/10.1007/978-3-642-36949-0_42
Newburn CSo BLiu ZMcCool MGhuloum AToit SWang ZDu ZChen YWu GGuo PLiu ZZhang D(2011)Intel's Array Building BlocksProceedings of the 9th Annual IEEE/ACM International Symposium on Code Generation and Optimization10.5555/2190025.2190069(224-235)Online publication date: 2-Apr-2011
https://dl.acm.org/doi/10.5555/2190025.2190069
Mejía ISüdholt MNavarro LCazzola WGonzález SHaupt MLahire PVan Baelen S(2011)A study of invasive composition for the evolution of a health information systemProceedings of the 2nd international workshop on Variability & composition10.1145/1961359.1961362(7-11)Online publication date: 21-Mar-2011
https://dl.acm.org/doi/10.1145/1961359.1961362
MacDonald STan KSchaeffer JSzafron D(2009)Deferring design pattern decisions and automating structural pattern changes using a design-pattern-based programming systemACM Transactions on Programming Languages and Systems10.1145/1498926.149892731:3(1-49)Online publication date: 21-Apr-2009
https://dl.acm.org/doi/10.1145/1498926.1498927
Anvik JSchaeffer JSzafron DTan K(2005)Asserting the utility of CO2P3S using the Cowichan Problem SetJournal of Parallel and Distributed Computing10.1016/j.jpdc.2005.05.02965:12(1542-1557)Online publication date: 1-Dec-2005
https://dl.acm.org/doi/10.1016/j.jpdc.2005.05.029
Tan KSzafron DSchaeffer JAnvik JMacDonald S(2003)Using generative design patterns to generate parallel code for a distributed memory environmentACM SIGPLAN Notices10.1145/966049.78153238:10(203-215)Online publication date: 11-Jun-2003
https://dl.acm.org/doi/10.1145/966049.781532
Tan KSzafron DSchaeffer JAnvik JMacDonald SEigenmann RRinard M(2003)Using generative design patterns to generate parallel code for a distributed memory environmentProceedings of the ninth ACM SIGPLAN symposium on Principles and practice of parallel programming10.1145/781498.781532(203-215)Online publication date: 11-Jun-2003
https://dl.acm.org/doi/10.1145/781498.781532

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Using generative design patterns to generate parallel code for a distributed memory environment

Using generative design patterns to generate parallel code for a distributed memory environment

15 design patterns for pattern illustrating

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