• 제목/요약/키워드: Non-uniform Dependences

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Enhanced Region Partitioning Method of Non-perfect nested Loops with Non-uniform Dependences

  • Jeong Sam-Jin
    • International Journal of Contents
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    • 제1권1호
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    • pp.40-44
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    • 2005
  • This paper introduces region partitioning method of non-perfect nested loops with non-uniform dependences. This kind of loop normally can't be parallelized by existing parallelizing compilers and transformations. Even when parallelized in rare instances, the performance is very poor. Based on the Convex Hull theory which has adequate information to handle non-uniform dependences, this paper proposes an enhanced region partitioning method which divides the iteration space into minimum parallel regions where all the iterations inside each parallel region can be executed in parallel by using variable renaming after copying.

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Parallelism for Single Loops with Multiple Dependences

  • Jeong, Sam-Jin
    • International Journal of Contents
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    • 제3권3호
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    • pp.15-19
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    • 2007
  • We review some loop partitioning techniques such as loop splitting method by thresholds and Polychronopoulos' loop splitting method for exploiting parallelism from single loop which already developed. We propose improved loop splitting method for maximizing parallelism of single loops with non-constant dependence distances. By using the iteration and distance for the source of the first dependence, and by our defined theorems, we present generalized and optimal algorithms for single loops with non-uniform dependences. The algorithms generalize how to transform general single loops with one dependence as well as with multiple dependences into parallel loops.

Parallelism for Nested Loops with Simple Subscripts

  • Jeong, Sam-Jin
    • International Journal of Contents
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    • 제4권4호
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    • pp.1-6
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    • 2008
  • In this paper, we propose improved loop splitting method for maximizing parallelism of single loops with non-constant dependence distances. By using the iteration and distance for the source of the first dependence, and by our defined theorems, we present generalized and optimal algorithms for single loops with non-uniform dependences (MPSL). By the extension of the MPSL method, we also apply to exploit parallelism from nested loops with simple subscripts, based on cycle shrinking and loop interchanging method. The algorithms generalize how to transform general single loops with non-uniform dependences as well as nested loops with simple subscripts into parallel loops.

A Loop Transformation for Parallelism from Single Loops

  • Jeong, Sam-Jin
    • International Journal of Contents
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    • 제2권4호
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    • pp.8-11
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    • 2006
  • This paper describes several loop partitioning techniques such as loop splitting method by thresholds and Polychronopoulos' loop splitting method for exploiting parallelism from single loop which already developed. We propose improved loop splitting method for maximizing parallelism of single loops with non-constant dependence distances. By using the distance for the source of the first dependence, and by our defined theorems, we present generalized and optimal algorithms for single loops with non-uniform dependences. The algorithms generalize how to transform general single loops into parallel loops.

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비균일 단일루프에서의 병렬화 (Parallelism for Single Loops with Non-uniform Dependences)

  • 정삼진
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2006년도 추계 종합학술대회 논문집
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    • pp.565-569
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    • 2006
  • 본 논문은 비균일 단일루프의 병렬성을 향상시키기 위해서 지금까지 개발된 Threshold 분할 방법, Polpchronopoulous 분할 방법과 같은 루프 분할 방법을 소개한다. 그리고, 비균일 단일 루프에서의 병렬화를 최대화 할 수 있는 향상된 루프 분할 방법을 제시한다. 최초로 존재하는 종속성과 본 논문에서 제안한 정의들을 이용하여 비균일 단일 루프를 위한 일반적이면서 최적의 알고리즘들을 제안한다. 제안한 알고리즘들은 일반적인 단일 루프를 병렬화된 루프로 변환하는 방법을 적용한다.

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비균일 단일루프에서의 효율적인 루프 분할 방법 (An Efficient Loop Splitting Method on Single Loop with Non-uniform Dependences)

  • 정삼진
    • 한국콘텐츠학회논문지
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    • 제5권4호
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    • pp.204-211
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    • 2005
  • 본 논문은 비균일 단일루프의 병렬성을 향상시키기 위해서 지금까지 개발된 최소 종속 거리 분할 방법, Polychronopoulous 분할 방법, 그리고 최초 종속 분할 방법과 같은 세 가지 루프 분할 방법을 소개하며, 기존의 분할 방법의 문제점들을 제시한다. 그리고, 기존의 세 가지 루프 분할 방법 중에서 가장 효과적인 최초 종속 분할 방법을 확장하여 병렬성을 향상시킨 보다 강력한 루프 분할 방법을 제안한다 제안된 알고리즘은 역 종속성일 경우와 gcd(최대공약수)값이 1보다 클 경우와 같이 최초 종속 분할 방법에서 해결하지 못한 문제점들을 해결하였다.

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