Expanding design pattern to support parallel programming

Wan, Juncheng; Sun, Yatian; Xue, Jian

doi:10.1109/tools.2000.885894

Cited by 2 publications

(1 citation statement)

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“…Design patterns applied in parallel programming problem can be solved through generalized reusable solution. The design pattern for parallel programming is not new and many papers [25], [26], [27] talked about it. Parallel Design patterns identify structural parallelism for application in given context and suggest reusable solution.…”

Section: The Need Of Adaptive Design For Parallel Software Developmentmentioning

confidence: 99%

An Adaptive Parallel Pattern Based Design for Molecular Dynamic Simulation

Maltare,

Kamat

2024

Iraqi Journal of Science

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In Parallel programming, a programmer needs to understand hardware environment, programming paradigm and primitives available in the programming language. Most of the time, parallel programmes are written for a specific architecture and cannot typically adapt to other architectures Particularly, programs written for shared memory architectures are unsuitable for distributed or hybrid architectures. This paper proposes Adaptive Design Pattern for Parallel Programming to improve adaptability, flexibility with achieving performance on different architectures. Molecular Dynamics (MD) simulation is required to scale to various architectures from simple machine to cluster of workstations. In this study, MD Simulation experimented using both pure benchmark code and code based on adaptive design patterns. Redesigned MD Simulation with Adaptive Design Pattern claims parallel efficiency from 56% to 90% for different number of processing elements used. The solution demonstrates adaptability to different architectures and scalability to use with large number of atoms and long duration simulation.

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Section: The Need Of Adaptive Design For Parallel Software Developmentmentioning

confidence: 99%