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SPKV: A multi-dimensional index system for large scale key-value stores

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

A number of key-value databases have emerged with the development of cloud computing, which provide the ability of large scale data storage, but they do not efficiently support the multi-dimensional range queries and kNN queries which are important in online applications. Thus, we introduce the Sliced Pyramid Index for Key-Value Stores (SPKV), an index system that bridges the gap between data scale and querying functionality for highly available and scalable distributed key-value databases. SPKV implements a distributed index system with an improved pyramid index scheme called SP-Index, which allows efficient multi-dimensional query processing. In our experiments, SPKV achieves dozens of times faster than other index systems for key-value databases.

源语言英语
主期刊名Web Technologies and Applications - 16th Asia-Pacific Web Conference, APWeb 2014, Proceedings
出版商Springer Verlag
367-378
页数12
ISBN(印刷版)9783319111155
DOI
出版状态已出版 - 2014
活动16th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2014 - Changsha, 中国
期限: 5 9月 20147 9月 2014

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
8709 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议16th Asia-Pacific Web Conference on Web Technologies and Applications, APWeb 2014
国家/地区中国
Changsha
时期5/09/147/09/14

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