About: LOBS: Load Balancing for Similarity Peer-to-Peer Structures

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The real-life experience with the similarity search shows that this task is both difficult and very expensive in terms of processing time. The peer-to-peer structures seem to be a suitable solution for content-based retrieval in huge data collections. In these systems, the computational load generated by a query traffic is highly skewed which degrades the searching performance. Since no current load-balancing techniques are designed for this task, we propose LOBS -- a novel and general system for load-balancing in peer-to-peer structures with time-consuming searching. LOBS is based on the following principles: measuring the computational load of the peers, separation of the logical and the physical level of the system, and detailed analysis of the load source to exploit either data relocation or data replication. The real-life experience with the similarity search shows that this task is both difficult and very expensive in terms of processing time. The peer-to-peer structures seem to be a suitable solution for content-based retrieval in huge data collections. In these systems, the computational load generated by a query traffic is highly skewed which degrades the searching performance. Since no current load-balancing techniques are designed for this task, we propose LOBS -- a novel and general system for load-balancing in peer-to-peer structures with time-consuming searching. LOBS is based on the following principles: measuring the computational load of the peers, separation of the logical and the physical level of the system, and detailed analysis of the load source to exploit either data relocation or data replication. (en)
Title	LOBS: Load Balancing for Similarity Peer-to-Peer Structures LOBS: Load Balancing for Similarity Peer-to-Peer Structures (en)
skos:prefLabel	LOBS: Load Balancing for Similarity Peer-to-Peer Structures LOBS: Load Balancing for Similarity Peer-to-Peer Structures (en)
skos:notation	RIV/00216224:14330/07:00019433!RIV10-GA0-14330___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(1ET100300419), P(GD102/05/H050)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Zezula, Pavel Novák, David
http://linked.open.../riv/druhVysledku	A(V) - Audiovizuální tvorba se vzdáleným přístupem
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Masarykova univerzita / Fakulta informatiky
http://linked.open...dnocenehoVysledku	431259
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/07:00019433
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	peer-to-peer; load-balancing; similarity search (en)
http://linked.open.../riv/klicoveSlovo	similarity search peer-to-peer load-balancing
http://linked.open...i/riv/kodPristupu	L
http://linked.open...ontrolniKodProRIV	[A8B2E8DBBC65]
http://linked.open...i/riv/mistoVydani	Brno, Czech Republic
http://linked.open...n/vavai/riv/nosic	FIMU-RS-2007-04
http://linked.open...telVyzkumneZpravy	Faculty of Informatics, Masaryk University
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Integrated Approach to Education of PhD Students in the Area of Parallel and Distributed Systems Intelligent Models, Algorithms, Methods and Tools for the Semantic Web (realization)
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Novák, David Zezula, Pavel
http://linked.open...rzeVyzkumneZpravy	Technical report FIMU-RS-2007-04
http://localhost/t...ganizacniJednotka	14330

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