BATKO, Michal, David NOVÁK, Fabrizio FALCHI a Pavel ZEZULA. Scalability Comparison of Peer-to-Peer Similarity Search Structures. Future Generation Computer Systems. Amsterdam, The Netherlands: Elsevier Science, 2008, roč. 24, č. 8, s. 834-848. ISSN 0167-739X. |
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@article{728308, author = {Batko, Michal and Novák, David and Falchi, Fabrizio and Zezula, Pavel}, article_location = {Amsterdam, The Netherlands}, article_number = {8}, keywords = {Similarity search; Scalability; Metric space; Distributed index structures; Peer-to-Peer networks}, language = {eng}, issn = {0167-739X}, journal = {Future Generation Computer Systems}, title = {Scalability Comparison of Peer-to-Peer Similarity Search Structures}, url = {http://dx.doi.org/10.1016/j.future.2007.07.012}, volume = {24}, year = {2008} }
TY - JOUR ID - 728308 AU - Batko, Michal - Novák, David - Falchi, Fabrizio - Zezula, Pavel PY - 2008 TI - Scalability Comparison of Peer-to-Peer Similarity Search Structures JF - Future Generation Computer Systems VL - 24 IS - 8 SP - 834-848 EP - 834-848 PB - Elsevier Science SN - 0167739X KW - Similarity search KW - Scalability KW - Metric space KW - Distributed index structures KW - Peer-to-Peer networks UR - http://dx.doi.org/10.1016/j.future.2007.07.012 N2 - Due to the increasing complexity of current digital data, similarity search has become a fundamental computational task in many applications. Unfortunately, its costs are still high and grow linearly on single server structures, which prevents them from efficient application on large data volumes. In this paper, we shortly describe four recent scalable distributed techniques for similarity search and study their performance in executing queries on three different datasets. Though all the methods employ parallelism to speed up query execution, different advantages for different objectives have been identified by experiments. The reported results would be helpful for choosing the best implementations for specific applications. They can also be used for designing new and better indexing structures in the future. ER -
BATKO, Michal, David NOVÁK, Fabrizio FALCHI a Pavel ZEZULA. Scalability Comparison of Peer-to-Peer Similarity Search Structures. \textit{Future Generation Computer Systems}. Amsterdam, The Netherlands: Elsevier Science, 2008, roč.~24, č.~8, s.~834-848. ISSN~0167-739X.
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