A Framework for Exploiting Object Parallelism in Distributed Systems

  • Authors:
  • Wang Chen;Yong Meng Teo

  • Affiliations:
  • -;-

  • Venue:
  • HPCN Europe 2000 Proceedings of the 8th International Conference on High-Performance Computing and Networking
  • Year:
  • 2000

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Abstract

To support parallel computing in a distributed object-based computing platform, a uniform high performance distributed object architecture layer is necessary. In this paper, we propose a distributed object-based framework called DoHPC to support parallel computing on distributed object architectures. We present the use of dependence analysis technique to exploit intra-object parallelism and an interoperability model for supporting distributed parallel objects. Experimental results on a Fujitsu AP3000 UltraSPARC workstation cluster computer show that with intra-object parallel computation speedup efficiency is greater than 90% and with overhead of less than 10% for large problems. In addition, the interoperability model improves speedup by 20%.