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SDI: A swift tree structure for multi-dimensional data indexing in peer-to-peer networks

  • Fudan University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Efficient multi-dimensional data search has received much attention in centralized systems. However, its implementation in large-scale distributed systems is not a trivial job and remains to be a challenge. In this paper, SDI, a new succinct multi-dimensional balanced tree structure based on peer-to-peer technology, is presented. With SDI structure, the query efficiency can be bounded by O(log N). Compared with previous tree-based methods, SDI has extremely low maintenance cost. This is due to the carefully chosen finger links. Furthermore, new algorithms are designed for both point query and range query processing, which make SDI free from the root-bottleneck problem. Experimental results validate the efficiency and effectiveness of the proposed approach.

源语言英语
主期刊名Proceedings of the 2nd International Conference on Scalable Information Systems, InfoScale 2007
出版商Association for Computing Machinery
ISBN(电子版)9781595937575
DOI
出版状态已出版 - 6 6月 2007
活动2nd International Conference on Scalable Information Systems, InfoScale 2007 - Suzhou, 中国
期限: 6 6月 20078 6月 2007

出版系列

姓名ACM International Conference Proceeding Series
06-08-June-2007

会议

会议2nd International Conference on Scalable Information Systems, InfoScale 2007
国家/地区中国
Suzhou
时期6/06/078/06/07

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