Conference paper Open Access

A QoE-oriented Cognition-based Management System for 5G Slices: The SliceNet Approach

Albert Pagès; Fernando Agraz; Salvatore Spadaro; Rafael Montero; Xenofon Vasilakos; Nasim Ferdosian; Navid Nikaein; Dean Lorenz; Kenneth Nagin; Marouane Mechteri; Yosra Ben Slimen; Rui Pedro; Guilherme Cardoso; Pedro Neves; Nuno Henriques; Qi Wang; José M. Alcaraz Calero; Antonio Matencio Escolar; Pablo Salva; Enrique Chirivella Perez; Ricardo Marco Alaez


DCAT Export

<?xml version='1.0' encoding='utf-8'?>
<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:adms="http://www.w3.org/ns/adms#" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dct="http://purl.org/dc/terms/" xmlns:dctype="http://purl.org/dc/dcmitype/" xmlns:dcat="http://www.w3.org/ns/dcat#" xmlns:duv="http://www.w3.org/ns/duv#" xmlns:foaf="http://xmlns.com/foaf/0.1/" xmlns:frapo="http://purl.org/cerif/frapo/" xmlns:geo="http://www.w3.org/2003/01/geo/wgs84_pos#" xmlns:gsp="http://www.opengis.net/ont/geosparql#" xmlns:locn="http://www.w3.org/ns/locn#" xmlns:org="http://www.w3.org/ns/org#" xmlns:owl="http://www.w3.org/2002/07/owl#" xmlns:prov="http://www.w3.org/ns/prov#" xmlns:rdfs="http://www.w3.org/2000/01/rdf-schema#" xmlns:schema="http://schema.org/" xmlns:skos="http://www.w3.org/2004/02/skos/core#" xmlns:vcard="http://www.w3.org/2006/vcard/ns#" xmlns:wdrs="http://www.w3.org/2007/05/powder-s#">
  <rdf:Description rdf:about="https://doi.org/10.5281/zenodo.3741313">
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://doi.org/10.5281/zenodo.3741313</dct:identifier>
    <foaf:page rdf:resource="https://doi.org/10.5281/zenodo.3741313"/>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Albert Pagès</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Optical Communications Group (GCO) Universitat Politècnica de Catalunya</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Fernando Agraz</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Optical Communications Group (GCO) Universitat Politècnica de Catalunya</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Salvatore Spadaro</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Optical Communications Group (GCO) Universitat Politècnica de Catalunya</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Rafael Montero</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Optical Communications Group (GCO) Universitat Politècnica de Catalunya</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Xenofon Vasilakos</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Mobile Communications Department EURECOM</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Nasim Ferdosian</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Mobile Communications Department EURECOM</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Navid Nikaein</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Mobile Communications Department EURECOM</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Dean Lorenz</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>IBM Research</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Kenneth Nagin</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>IBM Research</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Marouane Mechteri</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Orange Labs</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Yosra Ben Slimen</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Orange Labs</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Rui Pedro</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Altice Labs SA</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Guilherme Cardoso</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Altice Labs SA</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Pedro Neves</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Altice Labs SA</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Nuno Henriques</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>Altice Labs SA</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Qi Wang</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>José M. Alcaraz Calero</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Antonio Matencio Escolar</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Pablo Salva</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Enrique Chirivella Perez</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:creator>
      <rdf:Description>
        <rdf:type rdf:resource="http://xmlns.com/foaf/0.1/Agent"/>
        <foaf:name>Ricardo Marco Alaez</foaf:name>
        <org:memberOf>
          <foaf:Organization>
            <foaf:name>University of the West Scotland</foaf:name>
          </foaf:Organization>
        </org:memberOf>
      </rdf:Description>
    </dct:creator>
    <dct:title>A QoE-oriented Cognition-based Management System for 5G Slices: The SliceNet Approach</dct:title>
    <dct:publisher>
      <foaf:Agent>
        <foaf:name>Zenodo</foaf:name>
      </foaf:Agent>
    </dct:publisher>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#gYear">2020</dct:issued>
    <dcat:keyword>5G slices; network management; cognition; Quality of Experience (QoE)</dcat:keyword>
    <frapo:isFundedBy rdf:resource="info:eu-repo/grantAgreement/EC/H2020/761913/"/>
    <schema:funder>
      <foaf:Organization>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10.13039/501100000780</dct:identifier>
        <foaf:name>European Commission</foaf:name>
      </foaf:Organization>
    </schema:funder>
    <dct:issued rdf:datatype="http://www.w3.org/2001/XMLSchema#date">2020-04-06</dct:issued>
    <owl:sameAs rdf:resource="https://zenodo.org/record/3741313"/>
    <adms:identifier>
      <adms:Identifier>
        <skos:notation rdf:datatype="http://www.w3.org/2001/XMLSchema#anyURI">https://zenodo.org/record/3741313</skos:notation>
        <adms:schemeAgency>url</adms:schemeAgency>
      </adms:Identifier>
    </adms:identifier>
    <dct:isVersionOf rdf:resource="https://doi.org/10.5281/zenodo.3741312"/>
    <dct:isPartOf rdf:resource="https://zenodo.org/communities/5g-ppp"/>
    <dct:description>&lt;p&gt;Provisioning of network slices with appropriate Quality of Experience (QoE) guarantees is one of the key enablers for 5G networks. However, it poses several challenges in the slice management that need to be addressed to achieve an efficient end-to-end (E2E) services delivery. These challenges, among others, include the estimation of QoE Key Performance Indicators (KPIs) from monitored metrics and the corresponding reconfiguration operations (actuations) in order to support and maintain the desired quality levels. In this context, SliceNet provides a design and an implementation of a cognitive slice management framework that leverages machine learning (ML) techniques in order to proactively maintain network conditions in the required state that assures E2E QoE, as perceived by the vertical customers.&lt;/p&gt;</dct:description>
    <dct:accessRights rdf:resource="http://publications.europa.eu/resource/authority/access-right/PUBLIC"/>
    <dct:accessRights>
      <dct:RightsStatement rdf:about="info:eu-repo/semantics/openAccess">
        <rdfs:label>Open Access</rdfs:label>
      </dct:RightsStatement>
    </dct:accessRights>
    <dct:license rdf:resource="https://creativecommons.org/licenses/by/4.0/legalcode"/>
    <dcat:distribution>
      <dcat:Distribution>
        <dcat:accessURL rdf:resource="https://doi.org/10.5281/zenodo.3741313">https://doi.org/10.5281/zenodo.3741313</dcat:accessURL>
        <dcat:byteSize>345356</dcat:byteSize>
        <dcat:downloadURL rdf:resource="https://zenodo.org/record/3741313/files/A QoE-oriented Cognition-based Management.pdf">https://zenodo.org/record/3741313/files/A QoE-oriented Cognition-based Management.pdf</dcat:downloadURL>
        <dcat:mediaType>application/pdf</dcat:mediaType>
      </dcat:Distribution>
    </dcat:distribution>
  </rdf:Description>
  <foaf:Project rdf:about="info:eu-repo/grantAgreement/EC/H2020/761913/">
    <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">761913</dct:identifier>
    <dct:title>End-to-End Cognitive Network Slicing and Slice Management Framework in Virtualised Multi-Domain, Multi-Tenant 5G Networks</dct:title>
    <frapo:isAwardedBy>
      <foaf:Organization>
        <dct:identifier rdf:datatype="http://www.w3.org/2001/XMLSchema#string">10.13039/501100000780</dct:identifier>
        <foaf:name>European Commission</foaf:name>
      </foaf:Organization>
    </frapo:isAwardedBy>
  </foaf:Project>
</rdf:RDF>
193
80
views
downloads
All versions This version
Views 193193
Downloads 8080
Data volume 27.6 MB27.6 MB
Unique views 166166
Unique downloads 6666

Share

Cite as