A belief-desire-intention agent architecture for partner selection in peer-to-peer live video streaming applications

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dc.contributor.authorYildirim, Suleyman
dc.contributor.authorSayit, Muge
dc.contributor.authorKardas, Geylani
dc.date.accessioned2019-10-27T23:00:00Z
dc.date.available2019-10-27T23:00:00Z
dc.date.issued2015
dc.departmentEge Üniversitesien_US
dc.description.abstractIn peer-to-peer (P2P) video streaming systems, one of the most challenging parts is to schedule video data dissemination, that is, each peer should carefully select the partner(s) it receives video from and the partner(s) it sends data to. We believe that an agent-based partner selection approach may improve the quality of streaming by taking both autonomy and dynamic plan selection into account in a goal-oriented manner. In this study, a Belief-Desire-Intention agent architecture for partner selection in P2P video streaming systems is introduced. The major concern of our study is to exhibit how to select the best partner during video streaming session whilst maximizing the quality of video and minimizing delay and hop count. The effects and comparative results of executing proposed agent behaviours are evaluated in the study. The proposed autonomous agent-based approach also provides an infrastructure in which the best plan for the achievement of optimum streaming goal can be dynamically determined and executed at runtime. Experimental results of the implementation have revealed to us that both of the partner selection methods (with or without agents) manage to increase the video quality. However, the agent-based approach performs better in terms of received bitrate, delay and hop count during streaming.en_US
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) Electric, Electronic and Informatics Research Group (EEEAG)Turkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) [111E022]en_US
dc.description.sponsorshipThis work is funded by the Scientific and Technological Research Council of Turkey (TUBITAK) Electric, Electronic and Informatics Research Group (EEEAG) under grant 111E022.en_US
dc.identifier.doi10.1111/exsy.12086
dc.identifier.endpage343en_US
dc.identifier.issn0266-4720
dc.identifier.issn1468-0394
dc.identifier.issn0266-4720en_US
dc.identifier.issn1468-0394en_US
dc.identifier.issue3en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage327en_US
dc.identifier.urihttps://doi.org/10.1111/exsy.12086
dc.identifier.urihttps://hdl.handle.net/11454/51925
dc.identifier.volume32en_US
dc.identifier.wosWOS:000355958900001en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherWileyen_US
dc.relation.ispartofExpert Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectagenten_US
dc.subjectBelief-Desire-Intentionen_US
dc.subjectJACKen_US
dc.subjectpartner selectionen_US
dc.subjectpeer-to-peeren_US
dc.subjectvideo streamingen_US
dc.titleA belief-desire-intention agent architecture for partner selection in peer-to-peer live video streaming applicationsen_US
dc.typeArticleen_US

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