<?xml version="1.0" encoding="utf-8"?>
<TEI xmlns="http://www.tei-c.org/ns/1.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:hal="http://hal.archives-ouvertes.fr/" xmlns:gml="http://www.opengis.net/gml/3.3/" xmlns:gmlce="http://www.opengis.net/gml/3.3/ce" version="1.1" xsi:schemaLocation="http://www.tei-c.org/ns/1.0 http://api.archives-ouvertes.fr/documents/aofr-sword.xsd">
  <teiHeader>
    <fileDesc>
      <titleStmt>
        <title>HAL TEI export of hal-04688836</title>
      </titleStmt>
      <publicationStmt>
        <distributor>CCSD</distributor>
        <availability status="restricted">
          <licence target="https://creativecommons.org/publicdomain/zero/1.0/">CC0 1.0 - Universal</licence>
        </availability>
        <date when="2026-05-13T02:01:28+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">Radio resource allocation for extreme URLLC under partial knowledge of arrival distributions</title>
            <author role="aut">
              <persName>
                <forename type="first">Mohammed</forename>
                <surname>Abdullah</surname>
              </persName>
              <idno type="halauthorid">931518-0</idno>
              <affiliation ref="#struct-563936"/>
              <affiliation ref="#struct-95599"/>
              <affiliation ref="#struct-1166667"/>
              <affiliation ref="#struct-1051117"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Salah Eddine</forename>
                <surname>Elayoubi</surname>
              </persName>
              <email type="md5">ed642f8531ea3904fa90a0086076588a</email>
              <email type="domain">centralesupelec.fr</email>
              <idno type="idhal" notation="string">salah-eddine-elayoub</idno>
              <idno type="idhal" notation="numeric">174684</idno>
              <idno type="halauthorid" notation="string">28436-174684</idno>
              <idno type="ORCID">https://orcid.org/0000-0001-9465-0546</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-8739-0886</idno>
              <idno type="IDREF">https://www.idref.fr/089313747</idno>
              <affiliation ref="#struct-1051117"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Tijani</forename>
                <surname>Chahed</surname>
              </persName>
              <email type="md5">94d54ada0d72ed665138cf9258b44475</email>
              <email type="domain">it-sudparis.eu</email>
              <idno type="idhal" notation="numeric">868808</idno>
              <idno type="halauthorid" notation="string">452058-868808</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-1266-5950</idno>
              <affiliation ref="#struct-563936"/>
              <affiliation ref="#struct-95599"/>
              <affiliation ref="#struct-1166667"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Abdel</forename>
                <surname>Lisser</surname>
              </persName>
              <email type="md5">f9048af9dc25411e07ac0b6eb88e7b49</email>
              <email type="domain">l2s.centralesupelec.fr</email>
              <idno type="idhal" notation="string">abdel-lisser</idno>
              <idno type="idhal" notation="numeric">11208</idno>
              <idno type="halauthorid" notation="string">20724-11208</idno>
              <idno type="ORCID">https://orcid.org/0000-0003-1318-6679</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=X05CPd0AAAAJ&amp;hl=fr</idno>
              <idno type="IDREF">https://www.idref.fr/032881983</idno>
              <affiliation ref="#struct-1051117"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Salah Eddine</forename>
                <surname>Elayoubi</surname>
              </persName>
              <email type="md5">ed642f8531ea3904fa90a0086076588a</email>
              <email type="domain">centralesupelec.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2024-09-05 11:46:16</date>
              <date type="whenModified">2026-01-21 03:28:44</date>
              <date type="whenReleased">2024-09-05 16:08:37</date>
              <date type="whenProduced">2024-09-02</date>
              <date type="whenEndEmbargoed">2024-09-05</date>
              <ref type="file" target="https://inria.hal.science/hal-04688836v1/document">
                <date notBefore="2024-09-05"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://inria.hal.science/hal-04688836v1/file/1571000784%20paper%20%282%29.pdf" id="file-4688836-4075781">
                <date notBefore="2024-09-05"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="730966">
                <persName>
                  <forename>Salah Eddine</forename>
                  <surname>Elayoubi</surname>
                </persName>
                <email type="md5">ed642f8531ea3904fa90a0086076588a</email>
                <email type="domain">centralesupelec.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-04688836</idno>
            <idno type="halUri">https://inria.hal.science/hal-04688836</idno>
            <idno type="halBibtex">abdullah:hal-04688836</idno>
            <idno type="halRefHtml">&lt;i&gt;IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)&lt;/i&gt;, IEEE, Sep 2024, Valencia, Spain</idno>
            <idno type="halRef">IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), IEEE, Sep 2024, Valencia, Spain</idno>
            <availability status="restricted">
              <licence target="https://creativecommons.org/licenses/by/4.0/">CC BY 4.0 - Attribution<ref corresp="#file-4688836-4075781"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="SUP_LSS">Laboratoire des Signaux et Systèmes</idno>
            <idno type="stamp" n="TELECOM-SUDPARIS" corresp="INSTITUT-MINES-TELECOM">Télécom SudParis</idno>
            <idno type="stamp" n="SUP_TELECOMS" corresp="SUP_LSS">Pôle Télécoms et Réseaux</idno>
            <idno type="stamp" n="CENTRALESUPELEC">Ecole CentraleSupélec</idno>
            <idno type="stamp" n="UNIV-PARIS-SACLAY">Université Paris-Saclay</idno>
            <idno type="stamp" n="IP_PARIS">Institut Polytechnique de Paris</idno>
            <idno type="stamp" n="INSTITUTS-TELECOM">composantes instituts telecom </idno>
            <idno type="stamp" n="UNIVERSITE-PARIS-SACLAY" corresp="UNIV-PARIS-SACLAY">Université Paris-Saclay</idno>
            <idno type="stamp" n="GS-COMPUTER-SCIENCE">Graduate School Computer Science</idno>
            <idno type="stamp" n="GS-SPORT-HUMAN-MOVEMENT">Graduate School Sport, Mouvement, Facteurs Humains</idno>
            <idno type="stamp" n="HUB-IA">Hub Intelligence Artificielle de CentraleSupélec</idno>
            <idno type="stamp" n="INSTITUT-MINES-TELECOM">Institut Mines Telecom</idno>
            <idno type="stamp" n="PSACLAY-TEST">Université Paris-Saclay - Collection pour tests</idno>
            <idno type="stamp" n="IP-PARIS-DEPARTEMENT-MATHEMATIQUES">Département de Mathèmatiques</idno>
            <idno type="stamp" n="IP-PARIS-MATHEMATIQUES">IP Paris Département de Mathématiques</idno>
            <idno type="stamp" n="IP-PARIS-INFORMATION-COMMUNICATION-ELECTRONIQUE">IP Paris Département d'Information, de Communication et d'Électronique</idno>
            <idno type="stamp" n="IP-PARIS-INFORMATIQUE-DONNEES-ET-IA">IP Paris Département d'Informatique, de Données et d'IA</idno>
            <idno type="stamp" n="SAMOVAR">Services répartis, Architectures, Modélisation, Validation, Administration des Réseaux</idno>
          </seriesStmt>
          <notesStmt>
            <note type="audience" n="2">International</note>
            <note type="invited" n="0">No</note>
            <note type="popular" n="0">No</note>
            <note type="peer" n="1">Yes</note>
            <note type="proceedings" n="1">Yes</note>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">Radio resource allocation for extreme URLLC under partial knowledge of arrival distributions</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Mohammed</forename>
                    <surname>Abdullah</surname>
                  </persName>
                  <idno type="halauthorid">931518-0</idno>
                  <affiliation ref="#struct-563936"/>
                  <affiliation ref="#struct-95599"/>
                  <affiliation ref="#struct-1166667"/>
                  <affiliation ref="#struct-1051117"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Salah Eddine</forename>
                    <surname>Elayoubi</surname>
                  </persName>
                  <email type="md5">ed642f8531ea3904fa90a0086076588a</email>
                  <email type="domain">centralesupelec.fr</email>
                  <idno type="idhal" notation="string">salah-eddine-elayoub</idno>
                  <idno type="idhal" notation="numeric">174684</idno>
                  <idno type="halauthorid" notation="string">28436-174684</idno>
                  <idno type="ORCID">https://orcid.org/0000-0001-9465-0546</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-8739-0886</idno>
                  <idno type="IDREF">https://www.idref.fr/089313747</idno>
                  <affiliation ref="#struct-1051117"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Tijani</forename>
                    <surname>Chahed</surname>
                  </persName>
                  <email type="md5">94d54ada0d72ed665138cf9258b44475</email>
                  <email type="domain">it-sudparis.eu</email>
                  <idno type="idhal" notation="numeric">868808</idno>
                  <idno type="halauthorid" notation="string">452058-868808</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-1266-5950</idno>
                  <affiliation ref="#struct-563936"/>
                  <affiliation ref="#struct-95599"/>
                  <affiliation ref="#struct-1166667"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Abdel</forename>
                    <surname>Lisser</surname>
                  </persName>
                  <email type="md5">f9048af9dc25411e07ac0b6eb88e7b49</email>
                  <email type="domain">l2s.centralesupelec.fr</email>
                  <idno type="idhal" notation="string">abdel-lisser</idno>
                  <idno type="idhal" notation="numeric">11208</idno>
                  <idno type="halauthorid" notation="string">20724-11208</idno>
                  <idno type="ORCID">https://orcid.org/0000-0003-1318-6679</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=X05CPd0AAAAJ&amp;hl=fr</idno>
                  <idno type="IDREF">https://www.idref.fr/032881983</idno>
                  <affiliation ref="#struct-1051117"/>
                </author>
              </analytic>
              <monogr>
                <title level="m">IEEE PIMRC 2024 : IEEE International Symposium on Personal, Indoor and Mobile Radio Communications</title>
                <meeting>
                  <title>IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)</title>
                  <date type="start">2024-09-02</date>
                  <date type="end">2024-09-05</date>
                  <settlement>Valencia</settlement>
                  <country key="ES">Spain</country>
                </meeting>
                <respStmt>
                  <resp>conferenceOrganizer</resp>
                  <name>IEEE</name>
                </respStmt>
                <imprint/>
              </monogr>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info">Computer Science [cs]</classCode>
              <classCode scheme="halDomain" n="math">Mathematics [math]</classCode>
              <classCode scheme="halTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halOldTypology" n="COMM">Conference papers</classCode>
              <classCode scheme="halTreeTypology" n="COMM">Conference papers</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>We address radio resource allocation for the transport of extreme Ultra Reliable Low Latency and Reliability (URLLC) traffic. One illustrative use case is factory automation using 6G networks. In this context, extreme URLLC has very stringent Quality of Service (QoS) requirements. We model QoS in terms of outage probability, that is the likelihood of failing to serve at least one packet due to insufficient resources, and derive the minimal resource reservation that would meet such requirement. We formulate the problem as chance-constrained optimization and solve it assuming partial knowledge of arriving traffic distribution. We treat the case where traffic is described through its mean and variance, and make use of three approaches to find the optimal solution: distributionally robust using worst-case value at risk approach, distribution-based approximation and bounds from large deviation theory. We also solve the optimization problem using a data driven approach and propose a sliding window mechanism to perform it online. We compare the performance of the aforementioned approaches numerically and show the effectiveness of the data driven approach, accounting for user radio condition heterogeneity and thus different Modulation and Coding Schemes.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="regroupinstitution" xml:id="struct-563936" status="VALID">
          <idno type="IdRef">238327159</idno>
          <idno type="ISNI">0000000502717600</idno>
          <idno type="ROR">https://ror.org/042tfbd02</idno>
          <idno type="Wikidata">Q48759778</idno>
          <orgName>Institut Polytechnique de Paris</orgName>
          <orgName type="acronym">IP Paris</orgName>
          <date type="start">2019-06-02</date>
          <desc>
            <address>
              <addrLine>Route de Saclay, 91120 Palaiseau Cedex, France</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.ip-paris.fr</ref>
          </desc>
        </org>
        <org type="department" xml:id="struct-95599" status="VALID">
          <orgName>Département Réseaux et Services Multimédia Mobiles</orgName>
          <orgName type="acronym">TSP - RS2M</orgName>
          <desc>
            <address>
              <addrLine>Télécom SudParis - 9 rue Charles Fourier - 91011 Évry cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://rs2m.telecom-sudparis.eu/fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-352124" type="direct"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="563936" active="#struct-563936" type="indirect"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-1166667" status="VALID">
          <orgName>Network Systems and Services</orgName>
          <orgName type="acronym">NeSS-SAMOVAR</orgName>
          <date type="start">2023-06-01</date>
          <desc>
            <address>
              <addrLine>9 rue Charles Fourier91011 Évry-Courcouronnes Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://samovar.telecom-sudparis.eu/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-638" type="direct"/>
            <relation active="#struct-352124" type="indirect"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="563936" active="#struct-563936" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-1051117" status="VALID">
          <idno type="IdRef">133818799</idno>
          <idno type="RNSR">199812842X</idno>
          <idno type="ROR">https://ror.org/00skw9v43</idno>
          <orgName>Laboratoire des signaux et systèmes</orgName>
          <orgName type="acronym">L2S</orgName>
          <date type="start">2020-01-01</date>
          <desc>
            <address>
              <addrLine>Plateau de Moulon 3 rue Joliot Curie 91192 GIF SUR YVETTE CEDEX</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.l2s.centralesupelec.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-411575" type="direct"/>
            <relation active="#struct-419361" type="direct"/>
            <relation name="UMR8506" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-352124" status="VALID">
          <idno type="IdRef">162347510</idno>
          <idno type="ISNI">0000000406406351</idno>
          <idno type="ROR">https://ror.org/05xvk4r52</idno>
          <idno type="Wikidata">Q43305</idno>
          <orgName>Télécom SudParis</orgName>
          <orgName type="acronym">TSP</orgName>
          <desc>
            <address>
              <addrLine>9 rue Charles Fourier -91011 Evry Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.telecom-sudparis.eu/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-302102" type="direct"/>
            <relation name="563936" active="#struct-563936" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-302102" status="VALID">
          <idno type="IdRef">192427156</idno>
          <idno type="ISNI">000000012202567X</idno>
          <idno type="ROR">https://ror.org/025vp2923</idno>
          <idno type="Wikidata">Q27962533</idno>
          <orgName>Institut Mines-Télécom [Paris]</orgName>
          <orgName type="acronym">IMT</orgName>
          <date type="start">2012-03-01</date>
          <desc>
            <address>
              <addrLine>19 Place Marguerite Perey, 91120 Palaiseau</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.imt.fr/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-638" status="VALID">
          <idno type="IdRef">281286515</idno>
          <idno type="ISNI">0000000403830480</idno>
          <idno type="RNSR">200319330C</idno>
          <orgName>Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux</orgName>
          <orgName type="acronym">SAMOVAR</orgName>
          <desc>
            <address>
              <addrLine>Télécom Sudparis, 9 rue Charles Fourier -91011 Evry cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://samovar.telecom-sudparis.eu/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-352124" type="direct"/>
            <relation active="#struct-302102" type="indirect"/>
            <relation name="563936" active="#struct-563936" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-411575" status="VALID">
          <idno type="IdRef">184443237</idno>
          <idno type="ROR">https://ror.org/019tcpt25</idno>
          <orgName>CentraleSupélec</orgName>
          <desc>
            <address>
              <addrLine>3, rue Joliot Curie,Plateau de Moulon,91192 GIF-SUR-YVETTE Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.centralesupelec.fr</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-419361" status="VALID">
          <idno type="IdRef">241345251</idno>
          <idno type="ROR">https://ror.org/03xjwb503</idno>
          <orgName>Université Paris-Saclay</orgName>
          <desc>
            <address>
              <addrLine>Bâtiment Bréguet, 3 Rue Joliot Curie 2e ét, 91190 Gif-sur-Yvette</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.universite-paris-saclay.fr/fr</ref>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-441569" status="VALID">
          <idno type="IdRef">02636817X</idno>
          <idno type="ISNI">0000000122597504</idno>
          <idno type="ROR">https://ror.org/02feahw73</idno>
          <orgName>Centre National de la Recherche Scientifique</orgName>
          <orgName type="acronym">CNRS</orgName>
          <date type="start">1939-10-19</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.cnrs.fr/</ref>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>