Energy cost model for frequent item set discovery in unstructured P2P networks

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dc.citation.epage123en_US
dc.citation.spage117en_US
dc.contributor.authorCem, E.en_US
dc.contributor.authorDemirkaya, Enderen_US
dc.contributor.authorEsiner, E.en_US
dc.contributor.authorOzaydin, B.en_US
dc.contributor.authorOzkasap O.en_US
dc.date.accessioned2016-02-08T12:11:31Z
dc.date.available2016-02-08T12:11:31Z
dc.date.issued2012en_US
dc.departmentDepartment of Computer Engineeringen_US
dc.descriptionConference name: 26th International Symposium on Computer and Information Sciencesen_US
dc.description.abstractFor large scale distributed systems, designing energy efficient protocols and services has become as significant as considering conventional performance criteria like scalability, reliability, fault-tolerance and security. We consider frequent item set discovery problem in this context. Although it has attracted attention due to its extensive applicability in diverse areas, there is no prior work on energy cost model for such distributed protocols. In this paper, we develop an energy cost model for frequent item set discovery in unstructured P2P networks. To the best of our knowledge, this is the first study that proposes an energy cost model for a generic peer using gossip-based communication. As a case study protocol, we use our gossip-based approach ProFID for frequent item set discovery. After developing the energy cost model, we examine the effect of protocol parameters on energy consumption using our simulation model on PeerSim and compare push-pull method of ProFID with the well-known push-based gossiping approach. Based on the analysis results, we reformulate the upper bound for the peer's energy cost. © 2012 Springer-Verlag London Limited.en_US
dc.description.provenanceMade available in DSpace on 2016-02-08T12:11:31Z (GMT). No. of bitstreams: 1 bilkent-research-paper.pdf: 70227 bytes, checksum: 26e812c6f5156f83f0e77b261a471b5a (MD5) Previous issue date: 2012en
dc.identifier.doi10.1007/978-1-4471-2155-8_14en_US
dc.identifier.doi10.1007/978-1-4471-2155-8en_US
dc.identifier.urihttp://hdl.handle.net/11693/28114
dc.language.isoEnglishen_US
dc.publisherSpringer, Londonen_US
dc.relation.isversionofhttps://doi.org/10.1007/978-1-4471-2155-8_14en_US
dc.relation.isversionofhttps://doi.org/10.1007/978-1-4471-2155-8en_US
dc.source.titleComputer and Information Sciences IIen_US
dc.subjectEnergy cost modelen_US
dc.subjectEnergy efficiencyen_US
dc.subjectEpidemicen_US
dc.subjectFrequent itemsen_US
dc.subjectGossip-baseden_US
dc.subjectPeer-to-peeren_US
dc.subjectEnergy costen_US
dc.subjectEpidemicen_US
dc.subjectFrequent itemsen_US
dc.subjectGossip-baseden_US
dc.subjectPeer to peeren_US
dc.subjectComputer simulationen_US
dc.subjectDistributed computer systemsen_US
dc.subjectEnergy efficiencyen_US
dc.subjectEnergy utilizationen_US
dc.subjectFault toleranceen_US
dc.subjectInformation scienceen_US
dc.subjectNetwork securityen_US
dc.subjectPeer to peer networksen_US
dc.subjectCost benefit analysisen_US
dc.titleEnergy cost model for frequent item set discovery in unstructured P2P networksen_US
dc.typeConference Paperen_US

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