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Research on the Optimal Parallel Algorithms of Broadcast-Class Problems

Research on the Optimal Parallel Algorithms of Broadcast-Class Problems
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摘要 Speedup is considered as the criterion of determining whether a parallel algorithm is optimal. But broadcast-class problems, existing only on parallel computer system, have no sequential algorithms at all. Speedup standard becomes invalid here. Through this research on broadcast algorithms under several typical parallel computation models,a model-independent evaluation standard min C2 is developed, which can be not only used to determine an optimal broadcasting algorithm, but also normalized to apply to any parallel algorithm. As a new idea, min C2 will lead to a new way in this field. Speedup is considered as the criterion of determining whether a parallel algorithm is optimal. But broadcast-class problems, existing only on parallel computer system, have no sequential algorithms at all. Speedup standard becomes invalid here. Through this research on broadcast algorithms under several typical parallel computation models,a model-independent evaluation standard min C2 is developed, which can be not only used to determine an optimal broadcasting algorithm, but also normalized to apply to any parallel algorithm. As a new idea, min C2 will lead to a new way in this field.
出处 《Journal of Computer Science & Technology》 SCIE EI CSCD 1998年第5期455-463,共9页 计算机科学技术学报(英文版)
关键词 Optimal parallel algorithm broadcast-class problem parallel computation model min C^2 Optimal parallel algorithm, broadcast-class problem, parallel computation model, min C^2
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