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Fuzzy logic bandwidth prediction and policing in a DiffServ-aware network

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dc.citedby11
dc.contributor.authorMd Din N.en_US
dc.contributor.authorFisal N.en_US
dc.contributor.authorid9335429400en_US
dc.contributor.authorid16021700100en_US
dc.date.accessioned2023-12-29T07:57:10Z
dc.date.available2023-12-29T07:57:10Z
dc.date.issued2008
dc.description.abstractDifferentiated Services (DiffServ)-aware network potentially can provide the next generation platform for multimedia support in the Internet In this work we look at improving bandwidth allocation in such a network. We study how to implement bandwidth predicting and policing in a DiffServ aware network using fuzzy logic. A token bucket fuzzy logic bandwidth predictor for real time variable bit rate traffic class is proposed. Here, the AF traffic class is associated with real time variable bit rates traffic. The fuzzy logic bandwidth predictor facilitates bandwidth predicting and dynamic policing based on the class based packet aggregates. This improves the admission control of connections to the network. A simulation study was performed for the fuzzy logic predictor using Network Simulator-2. The simulation results show that the fuzzy logic predictor gave commendable bandwidth prediction value compared to a deterministic bandwidth allocation for the traffic class. � 2008 Academy Publisher.en_US
dc.description.natureFinalen_US
dc.identifier.epage23
dc.identifier.issue5
dc.identifier.scopus2-s2.0-61849170274
dc.identifier.spage18
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-61849170274&partnerID=40&md5=516f896610a3df057fea9b6dd8e84af1
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/30980
dc.identifier.volume3
dc.pagecount5
dc.sourceScopus
dc.sourcetitleJournal of Computers
dc.subjectBandwidth prediction
dc.subjectDiffServ
dc.subjectFuzzy logic
dc.subjectPolicing
dc.subjectBandwidth
dc.subjectComputer networks
dc.subjectForecasting
dc.subjectFrequency modulation
dc.subjectFuzzy inference
dc.subjectFuzzy sets
dc.subjectFuzzy systems
dc.subjectInformation technology
dc.subjectInternet
dc.subjectLaw enforcement
dc.subjectMetropolitan area networks
dc.subjectMultimedia services
dc.subjectNetwork protocols
dc.subjectRouters
dc.subjectVariational techniques
dc.subjectVideo signal processing
dc.subjectAdmission control (AC)
dc.subjectbandwidth allocations
dc.subjectbandwidth prediction
dc.subjectBit rate (bpp)
dc.subjectClass based
dc.subjectConnections (structural)
dc.subjectDiff-Serv
dc.subjectDifferentiated services (Diff Serv)
dc.subjectMultimedia support
dc.subjectNetwork simulator (ns-2)
dc.subjectReal-time variables
dc.subjectsimulation results
dc.subjectSimulation studies
dc.subjecttoken buckets
dc.subjectFuzzy logic
dc.titleFuzzy logic bandwidth prediction and policing in a DiffServ-aware networken_US
dc.typeArticleen_US
dspace.entity.typePublication
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