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ProFID: practical frequent item set discovery in peer-to-peer networks

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dc.contributor.coauthorN/A
dc.contributor.departmentDepartment of Computer Engineering
dc.contributor.departmentN/A
dc.contributor.kuauthorÖzkasap, Öznur
dc.contributor.kuauthorÇem, Emrah
dc.contributor.kuprofileFaculty Member
dc.contributor.kuprofilePhD Student
dc.contributor.otherDepartment of Computer Engineering
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.schoolcollegeinstituteGraduate School of Sciences and Engineering
dc.contributor.yokid113507
dc.contributor.yokidN/A
dc.date.accessioned2024-11-09T23:03:35Z
dc.date.issued2010
dc.description.abstractThis study addresses the problem of discovering frequent items in unstructured P2P networks. We propose a fully distributed Protocol for Frequent Item set Discovery (ProFID) where the result is produced at every peer. We also propose a practical rule for convergence of the algorithm. Finally, we evaluate the efficiency of our approach through an extensive simulation study on PeerSim.
dc.description.indexedbyScopus
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.volume62 LNEE
dc.identifier.doi10.1007/978-90-481-9794-1_40
dc.identifier.isbn9789-0481-9793-4
dc.identifier.issn1876-1100
dc.identifier.linkhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-78651542098anddoi=10.1007%2f978-90-481-9794-1_40andpartnerID=40andmd5=ba26a5cd1b280fc1d03ad8ef8a621ff2
dc.identifier.quartileN/A
dc.identifier.scopus2-s2.0-78651542098
dc.identifier.urihttp://dx.doi.org/10.1007/978-90-481-9794-1_40
dc.identifier.urihttps://hdl.handle.net/20.500.14288/8474
dc.keywordsDistributed protocols
dc.keywordsExtensive simulations
dc.keywordsFrequent items
dc.keywordsFrequent Itemsets
dc.keywordsUnstructured P2P network
dc.keywordsConvergence of numerical methods
dc.keywordsDistributed computer systems
dc.keywordsInformation science
dc.keywordsPeer to peer networks
dc.languageEnglish
dc.publisherSpringer Nature
dc.sourceLecture Notes in Electrical Engineering
dc.subjectComputer engineering
dc.titleProFID: practical frequent item set discovery in peer-to-peer networks
dc.typeConference proceeding
dspace.entity.typePublication
local.contributor.authorid0000-0003-4343-0986
local.contributor.authoridN/A
local.contributor.kuauthorÖzkasap, Öznur
local.contributor.kuauthorÇem, Emrah
relation.isOrgUnitOfPublication89352e43-bf09-4ef4-82f6-6f9d0174ebae
relation.isOrgUnitOfPublication.latestForDiscovery89352e43-bf09-4ef4-82f6-6f9d0174ebae

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