Estimating Bandwidth Requirements Using Flow-Level Measurements
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Auteurs : Ricardo De O. Schmidt ; Aiko PrasSource :
- Lecture Notes in Computer Science [ 0302-9743 ]
Abstract
Abstract: Bandwidth provisioning is used to dimension links so that a desired performance is met within a network (e.g. QoS metrics). Practical approaches for the estimation of bandwidth needs rely on rough traffic measurements overlooking traffic fluctuations that may have a negative impact on the network performance. On the other hand, effective theoretical solutions for estimating bandwidth needs require traffic measurements at very small timescales, which limit their applicability due to, for example, transmission rates. This paper describes our research goal of proposing a reliable and scalable solution for estimating bandwidth requirements by means of flow-level traffic measurements, as well as our proposed approach to achieve it. This research, currently in its initial phase, is planned to result in a Ph.D. thesis at the end of four years.
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DOI: 10.1007/978-3-642-21484-4_20
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ISTEX:5251B51B0D5B873943D027842CF8640B6F57A74FLe document en format XML
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Schmidt</name><affiliation><mods:affiliation>Design and Analysis of Communication Systems (DACS), University of Twente, Enschede, The Netherlands</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: r.schmidt@utwente.nl</mods:affiliation></affiliation></author><author><name sortKey="Pras, Aiko" sort="Pras, Aiko" uniqKey="Pras A" first="Aiko" last="Pras">Aiko Pras</name><affiliation><mods:affiliation>Design and Analysis of Communication Systems (DACS), University of Twente, Enschede, The Netherlands</mods:affiliation></affiliation><affiliation><mods:affiliation>E-mail: a.pras@utwente.nl</mods:affiliation></affiliation></author></analytic><monogr></monogr><series><title level="s" type="main" xml:lang="en">Lecture Notes in Computer Science</title><idno type="ISSN">0302-9743</idno><idno type="eISSN">1611-3349</idno><idno type="ISSN">0302-9743</idno></series></biblStruct></sourceDesc><seriesStmt><idno type="ISSN">0302-9743</idno></seriesStmt></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">Abstract: Bandwidth provisioning is used to dimension links so that a desired performance is met within a network (e.g. QoS metrics). Practical approaches for the estimation of bandwidth needs rely on rough traffic measurements overlooking traffic fluctuations that may have a negative impact on the network performance. On the other hand, effective theoretical solutions for estimating bandwidth needs require traffic measurements at very small timescales, which limit their applicability due to, for example, transmission rates. This paper describes our research goal of proposing a reliable and scalable solution for estimating bandwidth requirements by means of flow-level traffic measurements, as well as our proposed approach to achieve it. This research, currently in its initial phase, is planned to result in a Ph.D. thesis at the end of four years.</div></front></TEI><istex><corpusName>springer-ebooks</corpusName><author><json:item><name>Ricardo de O. 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University</OrgName><OrgAddress><City>Pittsburgh</City><State>PA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff3"><OrgName>University of Surrey</OrgName><OrgAddress><City>Guildford</City><Country>UK</Country></OrgAddress></Affiliation><Affiliation ID="Aff4"><OrgName>Cornell University</OrgName><OrgAddress><City>Ithaca</City><State>NY</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff5"><OrgName>ETH Zurich</OrgName><OrgAddress><City>Zurich</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff6"><OrgName>Stanford University</OrgName><OrgAddress><City>Stanford</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff7"><OrgName>Weizmann Institute of Science</OrgName><OrgAddress><City>Rehovot</City><Country>Israel</Country></OrgAddress></Affiliation><Affiliation ID="Aff8"><OrgName>University of Bern</OrgName><OrgAddress><City>Bern</City><Country>Switzerland</Country></OrgAddress></Affiliation><Affiliation ID="Aff9"><OrgName>Indian Institute of Technology</OrgName><OrgAddress><City>Madras</City><Country>India</Country></OrgAddress></Affiliation><Affiliation ID="Aff10"><OrgName>University of Dortmund</OrgName><OrgAddress><City>Dortmund</City><Country>Germany</Country></OrgAddress></Affiliation><Affiliation ID="Aff11"><OrgName>Massachusetts Institute of Technology</OrgName><OrgAddress><State>MA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff12"><OrgName>University of California</OrgName><OrgAddress><City>Los Angeles</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff13"><OrgName>University of California</OrgName><OrgAddress><City>Berkeley</City><State>CA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff14"><OrgName>Rice University</OrgName><OrgAddress><City>Houston</City><State>TX</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff15"><OrgName>Max-Planck Institute of Computer Science</OrgName><OrgAddress><City>Saarbrücken</City><Country>Germany</Country></OrgAddress></Affiliation></EditorGroup></SeriesHeader><Book Language="En"><BookInfo BookProductType="Proceedings" ContainsESM="No" Language="En" MediaType="eBook" NumberingDepth="2" NumberingStyle="ContentOnly" OutputMedium="All" TocLevels="0"><BookID>978-3-642-21484-4</BookID><BookTitle>Managing the Dynamics of Networks and Services</BookTitle><BookSubTitle>5th International Conference on Autonomous Infrastructure, Management, and Security, AIMS 2011, Nancy, France, June 13-17, 2011. Proceedings</BookSubTitle><BookVolumeNumber>6734</BookVolumeNumber><BookSequenceNumber>6734</BookSequenceNumber><BookDOI>10.1007/978-3-642-21484-4</BookDOI><BookTitleID>270805</BookTitleID><BookPrintISBN>978-3-642-21483-7</BookPrintISBN><BookElectronicISBN>978-3-642-21484-4</BookElectronicISBN><BookChapterCount>22</BookChapterCount><BookCopyright><CopyrightHolderName>Springer Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2011</CopyrightYear></BookCopyright><BookSubjectGroup><BookSubject Code="I" Type="Primary">Computer Science</BookSubject><BookSubject Code="I13022" Priority="1" Type="Secondary">Computer Communication Networks</BookSubject><BookSubject Code="I14029" Priority="2" Type="Secondary">Software Engineering</BookSubject><BookSubject Code="I18040" Priority="3" Type="Secondary">Information Systems Applications (incl.Internet)</BookSubject><BookSubject Code="I16021" Priority="4" Type="Secondary">Algorithm Analysis and Problem Complexity</BookSubject><BookSubject Code="I14045" Priority="5" Type="Secondary">Operating Systems</BookSubject><BookSubject Code="I14010" Priority="6" Type="Secondary">Programming Techniques</BookSubject><SubjectCollection Code="SUCO11645">Computer Science</SubjectCollection></BookSubjectGroup><BookContext><SeriesID>558</SeriesID></BookContext></BookInfo><BookHeader><EditorGroup><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Isabelle</GivenName><FamilyName>Chrisment</FamilyName></EditorName><Contact><Email>isabelle.chrisment@loria.fr</Email></Contact></Editor><Editor AffiliationIDS="Aff17"><EditorName DisplayOrder="Western"><GivenName>Alva</GivenName><FamilyName>Couch</FamilyName></EditorName><Contact><Email>couch@cs.tufts.edu</Email></Contact></Editor><Editor AffiliationIDS="Aff16"><EditorName DisplayOrder="Western"><GivenName>Rémi</GivenName><FamilyName>Badonnel</FamilyName></EditorName><Contact><Email>remi.badonnel@loria.fr</Email></Contact></Editor><Editor AffiliationIDS="Aff18"><EditorName DisplayOrder="Western"><GivenName>Martin</GivenName><FamilyName>Waldburger</FamilyName></EditorName><Contact><Email>waldburger@ifi.uzh.ch</Email></Contact></Editor><Affiliation ID="Aff16"><OrgDivision>Ecole Supérieure d’Informatique et Applications de Lorraine, LORIA-INRIA Lorraine</OrgDivision><OrgName>Université Henri Poincaré Nancy 1</OrgName><OrgAddress><Street>615 Rue du Jardin Botanique</Street><Postcode>54602</Postcode><City>Villers-lès-Nancy</City><Country>France</Country></OrgAddress></Affiliation><Affiliation ID="Aff17"><OrgDivision>Computer Science Department</OrgDivision><OrgName>Tufts University</OrgName><OrgAddress><Street>161 College Avenue</Street><Postcode>02155</Postcode><City>Medford</City><State>MA</State><Country>USA</Country></OrgAddress></Affiliation><Affiliation ID="Aff18"><OrgDivision>Institut für Informatik (IFI)</OrgDivision><OrgName>Universität Zürich</OrgName><OrgAddress><Street>Binzmühlestraße 14</Street><Postcode>8050</Postcode><City>Zürich</City><Country>Switzerland</Country></OrgAddress></Affiliation></EditorGroup></BookHeader><Part ID="Part6"><PartInfo TocLevels="0"><PartID>6</PartID><PartSequenceNumber>6</PartSequenceNumber><PartTitle>PhD Workshop: Monitoring and Security</PartTitle><PartChapterCount>5</PartChapterCount><PartContext><SeriesID>558</SeriesID><BookTitle>Managing the Dynamics of Networks and Services</BookTitle></PartContext></PartInfo><Chapter ID="Chap20" Language="En"><ChapterInfo ChapterType="OriginalPaper" ContainsESM="No" NumberingDepth="2" NumberingStyle="ContentOnly" TocLevels="0"><ChapterID>20</ChapterID><ChapterDOI>10.1007/978-3-642-21484-4_20</ChapterDOI><ChapterSequenceNumber>20</ChapterSequenceNumber><ChapterTitle Language="En">Estimating Bandwidth Requirements Using Flow-Level Measurements</ChapterTitle><ChapterFirstPage>169</ChapterFirstPage><ChapterLastPage>172</ChapterLastPage><ChapterCopyright><CopyrightHolderName>Springer-Verlag Berlin Heidelberg</CopyrightHolderName><CopyrightYear>2011</CopyrightYear></ChapterCopyright><ChapterGrants Type="Regular"><MetadataGrant Grant="OpenAccess"></MetadataGrant><AbstractGrant Grant="OpenAccess"></AbstractGrant><BodyPDFGrant Grant="Restricted"></BodyPDFGrant><BodyHTMLGrant Grant="Restricted"></BodyHTMLGrant><BibliographyGrant Grant="Restricted"></BibliographyGrant><ESMGrant Grant="Restricted"></ESMGrant></ChapterGrants><ChapterContext><SeriesID>558</SeriesID><PartID>6</PartID><BookID>978-3-642-21484-4</BookID><BookTitle>Managing the Dynamics of Networks and Services</BookTitle></ChapterContext></ChapterInfo><ChapterHeader><AuthorGroup><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Ricardo</GivenName><Particle>de</Particle><FamilyName>O. Schmidt</FamilyName></AuthorName><Contact><Email>r.schmidt@utwente.nl</Email></Contact></Author><Author AffiliationIDS="Aff19"><AuthorName DisplayOrder="Western"><GivenName>Aiko</GivenName><FamilyName>Pras</FamilyName></AuthorName><Contact><Email>a.pras@utwente.nl</Email></Contact></Author><Affiliation ID="Aff19"><OrgDivision>Design and Analysis of Communication Systems (DACS)</OrgDivision><OrgName>University of Twente</OrgName><OrgAddress><City>Enschede</City><Country>The Netherlands</Country></OrgAddress></Affiliation></AuthorGroup><Abstract ID="Abs1" Language="En"><Heading>Abstract</Heading><Para>Bandwidth provisioning is used to dimension links so that a desired performance is met within a network (e.g. QoS metrics). Practical approaches for the estimation of bandwidth needs rely on rough traffic measurements overlooking traffic fluctuations that may have a negative impact on the network performance. On the other hand, effective theoretical solutions for estimating bandwidth needs require traffic measurements at very small timescales, which limit their applicability due to, for example, transmission rates. This paper describes our research goal of proposing a reliable and scalable solution for estimating bandwidth requirements by means of flow-level traffic measurements, as well as our proposed approach to achieve it. This research, currently in its initial phase, is planned to result in a Ph.D. thesis at the end of four years.</Para></Abstract></ChapterHeader><NoBody></NoBody></Chapter></Part></Book></Series></Publisher></istex:document></istex:metadataXml><mods version="3.6"><titleInfo lang="en"><title>Estimating Bandwidth Requirements Using Flow-Level Measurements</title></titleInfo><titleInfo type="alternative" contentType="CDATA"><title>Estimating Bandwidth Requirements Using Flow-Level Measurements</title></titleInfo><name type="personal"><namePart type="given">Ricardo</namePart><namePart type="family">de O. Schmidt</namePart><affiliation>Design and Analysis of Communication Systems (DACS), University of Twente, Enschede, The Netherlands</affiliation><affiliation>E-mail: r.schmidt@utwente.nl</affiliation><role><roleTerm type="text">author</roleTerm></role></name><name type="personal"><namePart type="given">Aiko</namePart><namePart type="family">Pras</namePart><affiliation>Design and Analysis of Communication Systems (DACS), University of Twente, Enschede, The Netherlands</affiliation><affiliation>E-mail: a.pras@utwente.nl</affiliation><role><roleTerm type="text">author</roleTerm></role></name><typeOfResource>text</typeOfResource><genre displayLabel="OriginalPaper" authority="ISTEX" authorityURI="https://content-type.data.istex.fr" type="conference" valueURI="https://content-type.data.istex.fr/ark:/67375/XTP-BFHXPBJJ-3">conference</genre><originInfo><publisher>Springer Berlin Heidelberg</publisher><place><placeTerm type="text">Berlin, Heidelberg</placeTerm></place><dateIssued encoding="w3cdtf">2011</dateIssued><copyrightDate encoding="w3cdtf">2011</copyrightDate></originInfo><language><languageTerm type="code" authority="rfc3066">en</languageTerm><languageTerm type="code" authority="iso639-2b">eng</languageTerm></language><abstract lang="en">Abstract: Bandwidth provisioning is used to dimension links so that a desired performance is met within a network (e.g. QoS metrics). Practical approaches for the estimation of bandwidth needs rely on rough traffic measurements overlooking traffic fluctuations that may have a negative impact on the network performance. On the other hand, effective theoretical solutions for estimating bandwidth needs require traffic measurements at very small timescales, which limit their applicability due to, for example, transmission rates. This paper describes our research goal of proposing a reliable and scalable solution for estimating bandwidth requirements by means of flow-level traffic measurements, as well as our proposed approach to achieve it. This research, currently in its initial phase, is planned to result in a Ph.D. thesis at the end of four years.</abstract><relatedItem type="host"><titleInfo><title>Managing the Dynamics of Networks and Services</title><subTitle>5th International Conference on Autonomous Infrastructure, Management, and Security, AIMS 2011, Nancy, France, June 13-17, 2011. Proceedings</subTitle></titleInfo><name type="personal"><namePart type="given">Isabelle</namePart><namePart type="family">Chrisment</namePart><affiliation>Ecole Supérieure d’Informatique et Applications de Lorraine, LORIA-INRIA Lorraine, Université Henri Poincaré Nancy 1, 615 Rue du Jardin Botanique, 54602, Villers-lès-Nancy, France</affiliation><affiliation>E-mail: isabelle.chrisment@loria.fr</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Alva</namePart><namePart type="family">Couch</namePart><affiliation>Computer Science Department, Tufts University, 161 College Avenue, 02155, Medford, MA, USA</affiliation><affiliation>E-mail: couch@cs.tufts.edu</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Rémi</namePart><namePart type="family">Badonnel</namePart><affiliation>Ecole Supérieure d’Informatique et Applications de Lorraine, LORIA-INRIA Lorraine, 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UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Takeo</namePart><namePart type="family">Kanade</namePart><affiliation>Carnegie Mellon University, Pittsburgh, PA, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Josef</namePart><namePart type="family">Kittler</namePart><affiliation>University of Surrey, Guildford, UK</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Jon</namePart><namePart type="given">M.</namePart><namePart type="family">Kleinberg</namePart><affiliation>Cornell University, Ithaca, NY, USA</affiliation><role><roleTerm type="text">editor</roleTerm></role></name><name type="personal"><namePart type="given">Friedemann</namePart><namePart type="family">Mattern</namePart><affiliation>ETH Zurich, Zurich, Switzerland</affiliation><role><roleTerm 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