• Title/Summary/Keyword: Mesh Multiprocessors

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Theoretical Performance Bounds and Parallelization of a Two-Dimensional Packing Algorithm (이차원 팩킹 알고리즘의 이론적 성능 분석과 병렬화)

  • Hwang, In-Jae;Hong, Dong-Kweon
    • The KIPS Transactions:PartA
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    • v.10A no.1
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    • pp.43-48
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    • 2003
  • Two-dimensional packing algorithm can be used for allocating submeshes in mesh multiprocessor systems. Previously, we developed an efficient packing algorithm called TP heuristic, and showed how the results of the packing could be used for allocating submeshes. In this paper, we present theoretical performance bounds for TP heuristic. We also present a parallel version of the algorithm that consumes reduced time when it is executed by multiple processors in mesh multiprocessors.

A Topology Independent Heuristic Load Balancing Algorithm for Multiprocessor Environment (다중 프로세서 환경에서 연결구조에 무관한 휴리스틱 부하평형 알고리즘)

  • Song Eui-Seok;Sung Yeong-Rak;Oh Ha-Ryoung
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.1
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    • pp.35-44
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    • 2005
  • This paper proposes an efficient heuristic load balancing algorithm for multiprocessor systems. The algorithm minimizes the number of idle links to distribute load traffic and reduces its communication cost. Each processor iteratively tries to transfer unit load to/from all neighbor processors. However, real load transfer is collectively done after all load traffic is calculated. This prevents useless traffic and thus reduces the overall load traffic. The proposed algorithm can be employed in various interconnection topologies with slight modifications. In this paper, it is applied to hypercube, mesh, k-ary n-cube and general graph environments. For performance evaluation, simulation studies are performed. The proposed algorithm and the well-known existing algorithms are implemented and compared. The results show that the proposed algorithm always balances the loads perfectly. furthermore, in comparison with the existing algorithms, it reduces the communication costs by 77%, 74% and 73% in the hypercube, the mesh, and k-ary n-cube, respectively.

A Study of Printed Score Recognition and its Parallel Algorithm (인쇄 악보의 인식과 병렬 알고리즘에 관한 연구)

  • 황영길;김성천
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.19 no.5
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    • pp.959-970
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    • 1994
  • In this thesis, a printed score is read by using handy scanner and the recognition process is excuted in parallel, finally, on Mesh-Connected Computer. What is read is classified into certain patterns and is recognized, based on knowledge. The preprocessing steps are minimized and simple operations are used in the algorithm proposed in this thesis. The score symbols on a printed score can be recognized irrespective of their sizes but their diversity males it difficult to recognize them all, so it is programmed so as to recognize some symbols that is used necessarily and frequently. The recognized result is transformed into the MIDI standard file format. It is required to use a parallel processing system with multiprocessors because the high speed image processing is required. A digitized two-dimensional image is appropriate in processing on the SIMD Mesh-Connected Computer(MCC). Therefore, we explain this architecture and present parallel algorithm using SIMD MCC with n processors that achieves time complexity0(n).

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