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@inproceedings{556797,
author = {Batko, Michal},
address = {Heraklion},
booktitle = {Proceedings of the PhD Wokshops of the EDBT and ICDE Conferences},
keywords = {P2P; distributed data; scalable structures; similarity search; metric space},
language = {eng},
location = {Heraklion},
isbn = {960-524-177-3},
pages = {51-60},
publisher = {Crete University Press},
title = {Similarity Search in P2P Networks},
year = {2004}
}
TY - JOUR
ID - 556797
AU - Batko, Michal
PY - 2004
TI - Similarity Search in P2P Networks
PB - Crete University Press
CY - Heraklion
SN - 9605241773
KW - P2P
KW - distributed data
KW - scalable structures
KW - similarity search
KW - metric space
N2 - we address the problem of scalable distributed similarity searching. Our work is based on single-site metric space indexing algorithms. They provide efficient way to perform range and nearest neighbor queries on arbitrary data in general metric spaces. The metric spaces are excellent abstraction that allows comparison of very complex objects (such as audio files, DNA sequences, texts). We have exploited the SDDS (Scalable and Distributed Data Structures) paradigms and P2P (Peer to Peer) systems to form a metric space similarity searching structure in distributed environment. Our proposed method is fully scalable without any centralized part and it allows performing similarity queries on stored data.
ER -
BATKO, Michal. Similarity Search in P2P Networks. In \textit{Proceedings of the PhD Wokshops of the EDBT and ICDE Conferences}. Heraklion: Crete University Press, 2004, p.~51-60. ISBN~960-524-177-3.
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