About: On Investigating Scalability and Robustness in a Self-organizing Retrieval System

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	We introduce a self-organizing similarity search system for a large-scale unstructured peer-to-peer network, called the Metric Social Network. This system does not rely on any centralized control and does not define any data clustering or partitioning principle. It combines multiple strategies into a single system which results in abilities to scale to a large number of peers, to adapt to different data distributions, and to be robust to abrupt peer disconnections. We prove these abilities by running various experimental trials on real-life, as well as, synthetic data sets stored on up to 2,000 peers. Additionally, different data distributions among the peers, ranging from clustered to totally non-clustered and real-life data distributions, are also considered. We introduce a self-organizing similarity search system for a large-scale unstructured peer-to-peer network, called the Metric Social Network. This system does not rely on any centralized control and does not define any data clustering or partitioning principle. It combines multiple strategies into a single system which results in abilities to scale to a large number of peers, to adapt to different data distributions, and to be robust to abrupt peer disconnections. We prove these abilities by running various experimental trials on real-life, as well as, synthetic data sets stored on up to 2,000 peers. Additionally, different data distributions among the peers, ranging from clustered to totally non-clustered and real-life data distributions, are also considered. (en)
Title	On Investigating Scalability and Robustness in a Self-organizing Retrieval System On Investigating Scalability and Robustness in a Self-organizing Retrieval System (en)
skos:prefLabel	On Investigating Scalability and Robustness in a Self-organizing Retrieval System On Investigating Scalability and Robustness in a Self-organizing Retrieval System (en)
skos:notation	RIV/00216224:14330/11:00049902!RIV12-MV0-14330___
http://linked.open...avai/predkladatel	Fakulta informatiky
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA201/09/0683), P(GAP103/10/0886), P(VF20102014004)
http://linked.open...vai/riv/dodaniDat	2012
http://linked.open...aciTvurceVysledku	Sedmidubský, Jan Zezula, Pavel Dohnal, Vlastislav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
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	218054
http://linked.open...ai/riv/idVysledku	RIV/00216224:14330/11:00049902
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	similarity search; scalability; robustness; self-organization (en)
http://linked.open.../riv/klicoveSlovo	similarity search robustness self-organization scalability
http://linked.open...ontrolniKodProRIV	[F1A7262E1467]
http://linked.open...v/mistoKonaniAkce	Glasgow, Scotland, UK
http://linked.open...i/riv/mistoVydani	New York, NY 10087-0777
http://linked.open...i/riv/nazevZdroje	Proceedings of CIKM 2011 and the co-located Workshops
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Similarity searching in very large multimedia databases Content-based Image Retrieval on the Web Scale Multimedia Analysis
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Sedmidubský, Jan Zezula, Pavel Dohnal, Vlastislav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-01-01 (xsd:date)
number of pages	6 (xsd:int)
http://purl.org/ne...btex#hasPublisher	ACM Digital Library
https://schema.org/isbn	978-1-4503-0717-8
http://localhost/t...ganizacniJednotka	14330
is http://linked.open...avai/riv/vysledek of	On Investigating Scalability and Robustness in a Self-organizing Retrieval System On Investigating Scalability and Robustness in a Self-organizing Retrieval System

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