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An Indexed Non-Equijoin Algorithm Based on Sliding Windows over Data Streams
作者姓名:YU  Ya-xin  YANG  Xing-hua  YU  Ge  WU  Shan-shan
作者单位:School of Computer Science and Engineering,Northeastern University, Shenyang 110004, Liaoning, China
基金项目:Supported by the National Natural Science dation of China (60473073)
摘    要:0 IntroductionJooipner partoorcess ,sihnags ,rebceeiinvged o nreen oefw tehdei nmtoersets tex dpueen stiovein qfiuneirteymemory requirements from stream-oriented applications .Symmetric HashJoin(SHJ)1 ,2]which was originally designedto allowa high degree of pipeliningintraditional parallel data-base systems ,is an optional approach because both ofitsinputmust be kept in bounded memory during query execution.Butit leads into thrashing on larger inputs . To rectify the situa-tion,XJoinis pro…

关 键 词:数据流  滑动时窗  非等联结算法  红-黑索引树
文章编号:1007-1202(2006)01-0294-05
收稿时间:2005-04-30

An indexed non-equijoin algorithm based on sliding windows over data streams
YU Ya-xin YANG Xing-hua YU Ge WU Shan-shan.An Indexed Non-Equijoin Algorithm Based on Sliding Windows over Data Streams[J].Wuhan University Journal of Natural Sciences,2006,11(1):294-298.
Authors:Yu Ya-xin  Yang Xing-hua  Yu Ge  Wu Shan-shan
Institution:(1) School of Computer Science and Engineering, Northeastern University, 110004 Shenyang Liaoning, China
Abstract:Processing a join over unbounded input streams requires unbounded memory, since every tuple in one infinite stream must be compared with every tuple in the other. In fact, most join queries over unbounded input streams are restricted to finite memory due to sliding window constraints. So far, non-indexed and indexed stream equijoin algorithms based on sliding windows have been proposed in many literatures. However, none of them takes non-equijoin into consideration. In many eases, non-equijoin queries occur frequently. Hence, it is worth to discuss how to process non-equijoin queries effectively and efficiently. In this paper, we propose an indexed join algorithm for supporting non-equijoin queries. The experimental results show that our indexed non-equijoin techniques are more efficient than those without index.
Keywords:non-equijoin  data stream  sliding window  red-black indexing tree
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