• Title/Summary/Keyword: Multithread Paralllelization

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Scheduling and Load Balancing Methods of Multithread Parallel Linear Solver of Finite Element Structural Analysis (유한요소 구조해석 다중쓰레드 병렬 선형해법의 스케쥴링 및 부하 조절 기법 연구)

  • Kim, Min Ki;Kim, Seung Jo
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.42 no.5
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    • pp.361-367
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    • 2014
  • In this paper, task scheduling and load balancing methods of multifrontal solution methods of finite element structural analysis in a modern multicore machine are introduced. Many structural analysis problems have generally irregular grid and many kinds of properties and materials. These irregularities and heterogeneities lead to bottleneck of parallelization and cause idle time to analysis. Therefore, task scheduling and load balancing are desired to reduce inefficiency. Several kinds of multithreaded parallelization methods are presented and comparison between static and dynamic task scheduling are shown. To reduce the idle time caused by irregular partitioned subdomains, computational load balancing methods, Balancing all tasks and minmax task pairing balancing, are invented. Theoretical and actual elapsed time are shown and the reason of their performance gap are discussed.