A parallel sort-balance mutual range-join algorithm on hypercube computers

R. Wong, R. Topor, Hong Shen

研究成果: Conference contribution同行評審

摘要

This paper presents an efficient parallel algorithm for computing the mutual range-join of N sets of numbers on shared-nothing hypercube computers. The algorithm iteratively joins each set to the mutual range-join of the preceding sets. Each join is performed on all processors of the hypercube in parallel. The algorithm uses a global sorting method to distribute the elements of the first set evenly across all processors in increasing order, a new data balancing technique to distribute the elements of subsequent sets to match the intermediate set at each processor and to compensate for join skew, and a new efficient local range-join procedure. We analyse the performance of this algorithm and demonstrate that it improves on the best previously published algorithm for this problem when the join selectivity factor is small. The method can also be applied to similar problems such as band-join and equi-join.

原文English
主出版物標題1997 3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997
編輯Wanlei Zhou, Andrzej Goscinski, Michael Hobbs
發行者Institute of Electrical and Electronics Engineers Inc.
頁面731-743
頁數13
ISBN(電子)0780342291, 9780780342293
DOIs
出版狀態Published - 1997
對外發佈
事件3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997 - Melbourne, Australia
持續時間: 10 12月 199712 12月 1997

出版系列

名字1997 3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997

Conference

Conference3rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 1997
國家/地區Australia
城市Melbourne
期間10/12/9712/12/97

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