<efrbr:recordSet xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:efrbr="http://vfrbr.info/efrbr/1.1" xmlns:efrbr-work="http://vfrbr.info/efrbr/1.1/work" xmlns:efrbr-expression="http://vfrbr.info/efrbr/1.1/expression" xmlns:efrbr-manifestation="http://vfrbr.info/efrbr/1.1/manifestation" xmlns:efrbr-person="http://vfrbr.info/efrbr/1.1/person" xmlns:efrbr-corporateBody="http://vfrbr.info/efrbr/1.1/corporateBody" xmlns:efrbr-concept="http://vfrbr.info/efrbr/1.1/concept" xmlns:efrbr-structure="http://vfrbr.info/efrbr/1.1/structure" xmlns:efrbr-responsible="http://vfrbr.info/efrbr/1.1/responsible" xmlns:efrbr-subject="http://vfrbr.info/efrbr/1.1/subject" xmlns:efrbr-other="http://vfrbr.info/efrbr/1.1/other" xsi:schemaLocation="http://vfrbr.info/efrbr/1.1 http://vfrbr.info/schemas/1.1/efrbr.xsd"><efrbr:entities><efrbr-work:work identifier="http://purl.tuc.gr/dl/dias/6B9A2A05-E65A-43E0-91A3-B7A63D3EA90F"><efrbr-work:titleOfTheWork>A new model for video traffic originating from multiplexed MPEG-4 videoconference streams</efrbr-work:titleOfTheWork></efrbr-work:work><efrbr-expression:expression identifier="http://purl.tuc.gr/dl/dias/6B9A2A05-E65A-43E0-91A3-B7A63D3EA90F"><efrbr-expression:titleOfTheExpression>A new model for video traffic originating from multiplexed MPEG-4 videoconference streams</efrbr-expression:titleOfTheExpression><efrbr-expression:formOfExpression vocabulary="DIAS:TYPES">
            Peer-Reviewed Journal Publication
            Δημοσίευση σε Περιοδικό με Κριτές
         </efrbr-expression:formOfExpression><efrbr-expression:dateOfExpression type="issued">2015-10-26</efrbr-expression:dateOfExpression><efrbr-expression:dateOfExpression type="published">2008</efrbr-expression:dateOfExpression><efrbr-expression:languageOfExpression vocabulary="iso639-1">en</efrbr-expression:languageOfExpression><efrbr-expression:summarizationOfContent>Due to the burstiness of video traffic, video modeling is very important in order to evaluate the performance of future wired and wireless networks. In this paper, we first study the behavior of single MPEG-4 videoconference traces and investigate the possibility of modeling this type of traffic with well-known distributions. Our results show that the Pearson type V distribution is the best fit among all the examined distributions, for all the traces under study. However, the behavior of single videoconference traces can never be perfectly “captured” by a distribution generating independently frame sizes according to a declared mean and standard deviation, due to the high autocorrelation of videoconference; therefore none of the fitting attempts can achieve high accuracy. Still, our results on attempting to model single MPEG-4 videoconference sources provide significant insight and help to build a Discrete Autoregressive (DAR(1)) model to “capture” the behavior of multiplexed MPEG-4 videoconference movies from VBR coders. Based on our results and on comparisons with other existing approaches, we discuss the contribution of our proposed method to the field.</efrbr-expression:summarizationOfContent><efrbr-expression:contextForTheExpression>Δημοσίευση σε επιστημονικό περιοδικό </efrbr-expression:contextForTheExpression><efrbr-expression:useRestrictionsOnTheExpression type="creative-commons">http://creativecommons.org/licenses/by/4.0/</efrbr-expression:useRestrictionsOnTheExpression><efrbr-expression:note type="journal name">Performance Evaluation</efrbr-expression:note><efrbr-expression:note type="journal volume">1</efrbr-expression:note><efrbr-expression:note type="journal number">65</efrbr-expression:note><efrbr-expression:note type="page range">51–70</efrbr-expression:note></efrbr-expression:expression><efrbr-person:person identifier="6732B71A-F8F7-403B-A4F1-FD99B1DA85BF"><efrbr-person:nameOfPerson vocabulary="">
             Lazaris Aggelos
         </efrbr-person:nameOfPerson></efrbr-person:person><efrbr-person:person identifier="http://users.isc.tuc.gr/~pkoutsakis"><efrbr-person:nameOfPerson vocabulary="TUC:LDAP">
            Koutsakis Polychronis
            Κουτσακης Πολυχρονης
         </efrbr-person:nameOfPerson></efrbr-person:person><efrbr-person:person identifier="http://users.isc.tuc.gr/~mpaterakis"><efrbr-person:nameOfPerson vocabulary="TUC:LDAP">
            Paterakis Michalis
            Πατερακης Μιχαλης
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            Elsevier
         </efrbr-corporateBody:nameOfTheCorporateBody></efrbr-corporateBody:corporateBody><efrbr-concept:concept identifier="AF8357B8-0544-43B4-B538-8B210DB24DAB"><efrbr-concept:termForTheConcept>
            Videoconferencing
         </efrbr-concept:termForTheConcept></efrbr-concept:concept><efrbr-concept:concept identifier="A467A72E-A59B-4A72-B5B2-306D4034ECD2"><efrbr-concept:termForTheConcept>
            MPEG-4 video encoding
         </efrbr-concept:termForTheConcept></efrbr-concept:concept><efrbr-concept:concept identifier="DEE9106A-2F93-48BB-ABF6-F8CEF1584DA1"><efrbr-concept:termForTheConcept>
            Video traffic modeling
         </efrbr-concept:termForTheConcept></efrbr-concept:concept><efrbr-concept:concept identifier="1A4C4320-AF46-4037-99A5-336D58C70029"><efrbr-concept:termForTheConcept>
            Discrete autoregressive model
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