超立方体分配的并行算法

Yeimkuan Chang, L. Bhuyan
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引用次数: 5

摘要

研究了超立方体分配策略的并行算法。尽管各种超立方体分配策略的顺序算法更容易实现,但它们的最坏情况时间复杂度随着超立方体维数的增加呈指数增长。研究表明,可以利用空闲处理器并行执行分配任务,以提高超立方体分配算法的效率。提出了一种改进的单灰码(GC)并行算法,通过使用二进制反射Gray码和反向二进制反射Gray码,可以识别比单GC策略更多的子数据集,而不会增加执行时间。本文还提出了用于完整子立方体识别系统的两种算法,并证明了它们比目前在超立方体多处理器中使用的顺序识别算法更有效和更有吸引力。
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Parallel algorithms for hypercube allocation
Parallel algorithms of the hypercube allocation strategies are considered. Although the sequential algorithms of various hypercube allocation strategies are easier to implement, their worst case time complexities exponentially increase as the dimension of the hypercube increases. The authors show that the free processors can be utilized to perform the allocation jobs in parallel to improve the efficiency of the hypercube allocation algorithms. A modified parallel algorithm for the single Gray-Code (GC) strategy is proposed and is shown to be able to recognize more subcubes than the single GC strategy by using the binary reflected Gray code and inverse binary reflected Gray code, without increasing the execution time. Two algorithms for a complete subcube recognition system are also presented and shown to be more efficient and attractive than the sequential one currently used in the hypercube multiprocessor.<>
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