Peer-to-Peer Query Processing over Multidimensional Data (SpringerBriefs in Computer Science)

Vlachou, Akrivi, Doulkeridis, Christos, Nørvåg, Kjetil, Koti

ISBN 10: 1461421098 / ISBN 13: 9781461421092

Editore: Springer, 2012

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Titolo: Peer-to-Peer Query Processing over ...

Casa editrice: Springer

Data di pubblicazione: 2012

Legatura: Paperback

Condizione: Like New

Tipologia articolo: book

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Riassunto:

Applications that require a high degree of distribution and loosely-coupled connectivity are ubiquitous in various domains, including scientific databases, bioinformatics, and multimedia retrieval. In all these applications, data is typically voluminous and multidimensional, and support for advanced query operators is required for effective querying and efficient processing. To address this challenge, we adopt a hybrid P2P architecture and propose novel indexing and query processing algorithms. We present a scalable framework that relies on data summaries that are distributed and maintained as multidimensional routing indices. Different types of data summaries enable efficient processing of a variety of advanced query operators.

Contenuti:

Introduction.- Peer-to-Peer Systems.- System Overview.- Query Operators.- Similarity Search in Metric Spaces.- Subspace Skyline Queries.- Top-k queries.- Summary.- References.