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具有三维光互连的大规模并行处理架构的性能评估

Performance evaluation of massively parallel processing architectures with three-dimensional optical interconnections.

作者信息

Betzos G A, Mitkas P A

出版信息

Appl Opt. 1998 Jan 10;37(2):315-25. doi: 10.1364/ao.37.000315.

Abstract

We evaluate the performance of three-dimensional optoelectronic computer architectures on the basis of basic database operations and parallel benchmark algorithms for numerical computations. We show that the select and the join database operations can be performed much faster with an optical interconnection network. Also, optoelectronic architectures can perform the fast Fourier transform and sorting benchmarks orders of magnitude faster than electronic supercomputers. An architecture with an adequately fast reconfigurable interconnection network can perform the conjugate-gradient benchmark faster than all parallel supercomputers, but its performance is not as impressive when a fixed network is used. In the case of the multigrid benchmark the three-dimensional optoelectronic architecture also can outperform the best parallel supercomputers.

摘要

我们基于基本数据库操作和数值计算的并行基准算法,评估了三维光电计算机架构的性能。我们表明,通过光互连网络可以更快地执行选择和连接数据库操作。此外,光电架构执行快速傅里叶变换和排序基准测试的速度比电子超级计算机快几个数量级。具有足够快的可重构互连网络的架构执行共轭梯度基准测试的速度比所有并行超级计算机都快,但使用固定网络时其性能并不那么令人印象深刻。在多重网格基准测试的情况下,三维光电架构也可以超越最佳的并行超级计算机。

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