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- W2610165713 abstract "The need of search mechanisms based on data content rather thenattributes values has recently lead to formation of themetric-based similarity retrieval. The computational complexityof such retrieval and the large volume of processed data callfor distributed processing. In this paper, we proposechiDistance, a distributed data structure for similarity searchin metric spaces. The structure is based on the idea of avector-based index method iDistance which enables to transformthe issue of similarity search into the one-dimensional rangesearch problem. A~Peer-to-Peer system based on the Chordprotocol is created to distribute the storage space and toparallelize the execution of similarity queries. In theexperiments conducted on our prototype implementation we studythe system performance concentrating on several aspects ofparallelism of the range search algorithm." @default.
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- W2610165713 date "2005-01-01" @default.
- W2610165713 modified "2023-09-24" @default.
- W2610165713 title "Indexing the Distance Using Chord: A Distributed SimilaritySearch Structure" @default.
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