<?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-03810031</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="2026-05-24T12:55:22+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">An Autonomic Management System for IoT Platforms based on Data Analysis Tasks</title>
            <author role="aut">
              <persName>
                <forename type="first">Clovis Anicet</forename>
                <surname>Ouedraogo</surname>
              </persName>
              <email type="md5">bc7abf421b3acdff94e16b484f6691f5</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">clovis-ouedraogo</idno>
              <idno type="idhal" notation="numeric">20629</idno>
              <idno type="halauthorid" notation="string">40337-20629</idno>
              <affiliation ref="#struct-388967"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Jose</forename>
                <surname>Aguilar</surname>
              </persName>
              <email type="md5">1c9633c0458019258f57594f8369515a</email>
              <email type="domain">ula.ve</email>
              <idno type="idhal" notation="numeric">946441</idno>
              <idno type="halauthorid" notation="string">738733-946441</idno>
              <affiliation ref="#struct-527469"/>
              <affiliation ref="#struct-422834"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Christophe</forename>
                <surname>Chassot</surname>
              </persName>
              <email type="md5">55775179f789f785b2bd17e45ea81e6e</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">christophe-chassot</idno>
              <idno type="idhal" notation="numeric">170925</idno>
              <idno type="halauthorid" notation="string">28222-170925</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-4152-3399</idno>
              <idno type="IDREF">https://www.idref.fr/07879322X</idno>
              <affiliation ref="#struct-388967"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Samir</forename>
                <surname>Medjiah</surname>
              </persName>
              <email type="md5">4415a69d94a54160749a6f3798bb1dbf</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">samir-medjiah</idno>
              <idno type="idhal" notation="numeric">11102</idno>
              <idno type="halauthorid" notation="string">23648-11102</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/S-1852-2016</idno>
              <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=KakNOSYAAAAJ</idno>
              <idno type="IDREF">https://www.idref.fr/166377805</idno>
              <idno type="RESEARCHERID">http://www.researcherid.com/rid/http://www.researcherid.com/rid/S-1852-2016</idno>
              <affiliation ref="#struct-301366"/>
              <affiliation ref="#struct-388967"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Khalil</forename>
                <surname>Drira</surname>
              </persName>
              <email type="md5">958fceef7681138223d0bdd53df60ac3</email>
              <email type="domain">laas.fr</email>
              <idno type="idhal" notation="string">khalil-drira</idno>
              <idno type="idhal" notation="numeric">3880</idno>
              <idno type="halauthorid" notation="string">8194-3880</idno>
              <idno type="IDREF">https://www.idref.fr/070157952</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-4770-1563</idno>
              <affiliation ref="#struct-388967"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Khalil</forename>
                <surname>Drira</surname>
              </persName>
              <email type="md5">958fceef7681138223d0bdd53df60ac3</email>
              <email type="domain">laas.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2022-10-11 09:54:26</date>
              <date type="whenModified">2025-10-22 18:04:09</date>
              <date type="whenReleased">2022-10-13 09:23:19</date>
              <date type="whenProduced">2021-10-01</date>
              <date type="whenEndEmbargoed">2022-10-11</date>
              <ref type="file" target="https://laas.hal.science/hal-03810031v1/document">
                <date notBefore="2022-10-11"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://laas.hal.science/hal-03810031v1/file/Article2_versionDef.pdf" id="file-3810031-3329914">
                <date notBefore="2022-10-11"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="137486">
                <persName>
                  <forename>Khalil</forename>
                  <surname>Drira</surname>
                </persName>
                <email type="md5">958fceef7681138223d0bdd53df60ac3</email>
                <email type="domain">laas.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-03810031</idno>
            <idno type="halUri">https://laas.hal.science/hal-03810031</idno>
            <idno type="halBibtex">ouedraogo:hal-03810031</idno>
            <idno type="halRefHtml">&lt;i&gt;International journal of communication networks and distributed systems&lt;/i&gt;, 2021, 28 (5), &lt;a target="_blank" href="https://dx.doi.org/10.1504/IJCNDS.2022.125362"&gt;&amp;#x27E8;10.1504/IJCNDS.2022.125362&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">International journal of communication networks and distributed systems, 2021, 28 (5), &amp;#x27E8;10.1504/IJCNDS.2022.125362&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://about.hal.science/hal-authorisation-v1/">HAL Authorization<ref corresp="#file-3810031-3329914"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UNIV-TLSE2">Université Toulouse 2</idno>
            <idno type="stamp" n="UNIV-TLSE3">Université de Toulouse</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INSA-TOULOUSE">Institut National des Sciences Appliquées de Toulouse</idno>
            <idno type="stamp" n="LAAS">Laboratoire d'analyse et d'architecture des systèmes</idno>
            <idno type="stamp" n="LAAS-SARA" corresp="LAAS-RISC">Équipe Services et Architectures pour Réseaux Avancés</idno>
            <idno type="stamp" n="UT1-CAPITOLE">Université Toulouse 1 Capitole</idno>
            <idno type="stamp" n="LAAS-RESEAUX-ET-COMMUNICATIONS" corresp="LAAS">LAAS-Réseaux et Communications</idno>
            <idno type="stamp" n="INSA-GROUPE">Groupe INSA</idno>
            <idno type="stamp" n="INSA-TOULOUSE-GEI" corresp="INSA-TOULOUSE">Génie Electrique et Informatique - INSA Toulouse</idno>
            <idno type="stamp" n="LAAS-RISC" corresp="LAAS">Réseaux, Informatique, Systèmes de Confiance</idno>
            <idno type="stamp" n="TOULOUSE-INP">Toulouse - INP</idno>
            <idno type="stamp" n="UNIV-UT3">Université Toulouse 3</idno>
            <idno type="stamp" n="UT3-INP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="UT3-TOULOUSEINP">Université de Toulouse / Toulouse INP</idno>
            <idno type="stamp" n="TEST7-HALCNRS">test 7 du portail hal cnrs</idno>
            <idno type="stamp" n="IUT_UT3">IUT Paul Sabatier</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>
          </notesStmt>
          <sourceDesc>
            <biblStruct>
              <analytic>
                <title xml:lang="en">An Autonomic Management System for IoT Platforms based on Data Analysis Tasks</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Clovis Anicet</forename>
                    <surname>Ouedraogo</surname>
                  </persName>
                  <email type="md5">bc7abf421b3acdff94e16b484f6691f5</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">clovis-ouedraogo</idno>
                  <idno type="idhal" notation="numeric">20629</idno>
                  <idno type="halauthorid" notation="string">40337-20629</idno>
                  <affiliation ref="#struct-388967"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Jose</forename>
                    <surname>Aguilar</surname>
                  </persName>
                  <email type="md5">1c9633c0458019258f57594f8369515a</email>
                  <email type="domain">ula.ve</email>
                  <idno type="idhal" notation="numeric">946441</idno>
                  <idno type="halauthorid" notation="string">738733-946441</idno>
                  <affiliation ref="#struct-527469"/>
                  <affiliation ref="#struct-422834"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Christophe</forename>
                    <surname>Chassot</surname>
                  </persName>
                  <email type="md5">55775179f789f785b2bd17e45ea81e6e</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">christophe-chassot</idno>
                  <idno type="idhal" notation="numeric">170925</idno>
                  <idno type="halauthorid" notation="string">28222-170925</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-4152-3399</idno>
                  <idno type="IDREF">https://www.idref.fr/07879322X</idno>
                  <affiliation ref="#struct-388967"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Samir</forename>
                    <surname>Medjiah</surname>
                  </persName>
                  <email type="md5">4415a69d94a54160749a6f3798bb1dbf</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">samir-medjiah</idno>
                  <idno type="idhal" notation="numeric">11102</idno>
                  <idno type="halauthorid" notation="string">23648-11102</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/S-1852-2016</idno>
                  <idno type="GOOGLE SCHOLAR">https://scholar.google.fr/citations?user=KakNOSYAAAAJ</idno>
                  <idno type="IDREF">https://www.idref.fr/166377805</idno>
                  <idno type="RESEARCHERID">http://www.researcherid.com/rid/http://www.researcherid.com/rid/S-1852-2016</idno>
                  <affiliation ref="#struct-301366"/>
                  <affiliation ref="#struct-388967"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Khalil</forename>
                    <surname>Drira</surname>
                  </persName>
                  <email type="md5">958fceef7681138223d0bdd53df60ac3</email>
                  <email type="domain">laas.fr</email>
                  <idno type="idhal" notation="string">khalil-drira</idno>
                  <idno type="idhal" notation="numeric">3880</idno>
                  <idno type="halauthorid" notation="string">8194-3880</idno>
                  <idno type="IDREF">https://www.idref.fr/070157952</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-4770-1563</idno>
                  <affiliation ref="#struct-388967"/>
                </author>
              </analytic>
              <monogr>
                <idno type="localRef">Rapport LAAS n° 22368</idno>
                <idno type="halJournalId" status="VALID">139702</idno>
                <idno type="issn">1754-3916</idno>
                <idno type="eissn">1754-3924</idno>
                <title level="j">International journal of communication networks and distributed systems</title>
                <imprint>
                  <publisher>Inderscience Publishers</publisher>
                  <biblScope unit="volume">28</biblScope>
                  <biblScope unit="issue">5</biblScope>
                  <date type="datePub">2021-10-01</date>
                  <date type="dateEpub">2022-07-01</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1504/IJCNDS.2022.125362</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <keywords scheme="author">
                <term xml:lang="en">Autonomic Computing</term>
                <term xml:lang="en">Internet of Things</term>
                <term xml:lang="en">Data analysis tasks</term>
                <term xml:lang="en">Autonomic Management System</term>
                <term xml:lang="en">Quality of Experiences</term>
              </keywords>
              <classCode scheme="halDomain" n="info.info-wb">Computer Science [cs]/Web</classCode>
              <classCode scheme="halDomain" n="info.info-se">Computer Science [cs]/Software Engineering [cs.SE]</classCode>
              <classCode scheme="halDomain" n="info.info-et">Computer Science [cs]/Emerging Technologies [cs.ET]</classCode>
              <classCode scheme="halDomain" n="info.info-ni">Computer Science [cs]/Networking and Internet Architecture [cs.NI]</classCode>
              <classCode scheme="halTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halOldTypology" n="ART">Journal articles</classCode>
              <classCode scheme="halTreeTypology" n="ART">Journal articles</classCode>
            </textClass>
            <abstract xml:lang="en">
              <p>In this work, we propose an Autonomic Management System (AMS) for the Internet of Things (IoT) platforms, which uses the concept of autonomic cycle of data analysis tasks to improve and maintain the performance in the IoT platforms. The concept of "Autonomic Cycle of Data Analysis Tasks" is a type of autonomous intelligent supervision that allows reaching strategic objectives around a given problem. In this paper, we propose the conceptualization of the architecture of an AMS composed by an autonomic cycle to optimize the Quality of Services (QoS), and to improve the Quality of Experiences (QoE), in IoT platforms. The autonomous cycle detects and discoveries the current operational state in the IoT platform, and determines the set of tasks to guarantee a given performance (QoS/QoE). This paper presents the details of the architecture of the AMS (components, knowledge models, etc.), and its utilization in two case studies: in a typical application in an IoT context, and in a Tactile Internet System.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="researchteam" xml:id="struct-388967" status="OLD">
          <orgName>Équipe Services et Architectures pour Réseaux Avancés</orgName>
          <orgName type="acronym">LAAS-SARA</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.laas.fr/public/fr/sara</ref>
          </desc>
          <listRelation>
            <relation active="#struct-459" type="direct"/>
            <relation active="#struct-81148" type="indirect"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116255" type="indirect"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="indirect"/>
            <relation active="#struct-217752" type="indirect"/>
            <relation name="UPR8001" active="#struct-441569" type="indirect"/>
            <relation active="#struct-448187" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-527469" status="INCOMING">
          <orgName>CEMISID</orgName>
          <desc>
            <address>
              <country key="VE"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-422834" status="VALID">
          <idno type="IdRef">026429950</idno>
          <idno type="ROR">https://ror.org/02h1b1x27</idno>
          <orgName>Universidad de Los Andes [Mérida, Venezuela]</orgName>
          <orgName type="acronym">ULA</orgName>
          <date type="start">1810-01-01</date>
          <desc>
            <address>
              <country key="VE"/>
            </address>
            <ref type="url">http://www.ula.ve/</ref>
          </desc>
        </org>
        <org type="regrouplaboratory" xml:id="struct-301366" status="OLD">
          <orgName>Institut Universitaire de Technologie - Paul Sabatier</orgName>
          <orgName type="acronym">IUT Toulouse Auch Castres</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>Université Toulouse III - 115C, route de Narbonne - 31077 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://iut.univ-tlse3.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-217752" type="direct"/>
            <relation active="#struct-443875" type="indirect"/>
          </listRelation>
        </org>
        <org type="laboratory" xml:id="struct-459" status="OLD">
          <idno type="IdRef">199278792</idno>
          <idno type="ISNI">0000 0001 2188 216X </idno>
          <idno type="RNSR">199517454Y</idno>
          <idno type="ROR">https://ror.org/03vcm6439</idno>
          <orgName>Laboratoire d'analyse et d'architecture des systèmes</orgName>
          <orgName type="acronym">LAAS</orgName>
          <date type="start">1968-01-01</date>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>7 Av du colonel Roche 31077 TOULOUSE CEDEX 4</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.laas.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-81148" type="direct"/>
            <relation name="443875" active="#struct-443875" type="indirect"/>
            <relation active="#struct-116255" type="direct"/>
            <relation active="#struct-301232" type="indirect"/>
            <relation active="#struct-443875" type="indirect"/>
            <relation active="#struct-116256" type="direct"/>
            <relation active="#struct-217752" type="direct"/>
            <relation name="UPR8001" active="#struct-441569" type="direct"/>
            <relation active="#struct-448187" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-81148" status="VALID">
          <idno type="IdRef">026404354</idno>
          <idno type="ISNI">0000000121902837</idno>
          <idno type="ROR">https://ror.org/0443n9e75</idno>
          <orgName>Université Toulouse Capitole</orgName>
          <orgName type="acronym">UT Capitole</orgName>
          <date type="start">1970-01-01</date>
          <desc>
            <address>
              <addrLine>2 rue du Doyen-Gabriel-Marty - 31042 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ut-capitole.fr/</ref>
          </desc>
          <listRelation>
            <relation name="443875" active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-443875" status="VALID">
          <idno type="ROR">https://ror.org/017tgbk05</idno>
          <orgName>Communauté d'universités et établissements de Toulouse</orgName>
          <orgName type="acronym">Comue de Toulouse</orgName>
          <desc>
            <address>
              <addrLine>41 Allée Jules Guesde, 31000 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.univ-toulouse.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-116255" status="VALID">
          <idno type="IdRef">026388766</idno>
          <idno type="ISNI">0000 0001 2286 8343</idno>
          <idno type="ROR">https://ror.org/01h8pf755</idno>
          <idno type="Wikidata">Q858979</idno>
          <orgName>Institut National des Sciences Appliquées - Toulouse</orgName>
          <orgName type="acronym">INSA Toulouse</orgName>
          <date type="start">1963-10-21</date>
          <desc>
            <address>
              <addrLine>135, avenue de Rangueil - 31077 Toulouse cedex 4</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.insa-toulouse.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301232" type="direct"/>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="regroupinstitution" xml:id="struct-301232" status="VALID">
          <idno type="IdRef">162105150</idno>
          <orgName>Institut National des Sciences Appliquées</orgName>
          <orgName type="acronym">INSA</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="institution" xml:id="struct-116256" status="VALID">
          <idno type="IdRef">026403994</idno>
          <idno type="ROR">https://ror.org/04ezk3x31</idno>
          <orgName>Université Toulouse - Jean Jaurès</orgName>
          <orgName type="acronym">UT2J</orgName>
          <date type="start">1971-01-01</date>
          <desc>
            <address>
              <addrLine>5 allées Antonio Machado - 31058 Toulouse Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse2.fr</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-217752" status="OLD">
          <idno type="IdRef">026404672</idno>
          <idno type="ISNI">0000000121617331</idno>
          <idno type="ROR">https://ror.org/02v6kpv12</idno>
          <idno type="Wikidata">Q1273188</idno>
          <orgName>Université Toulouse III - Paul Sabatier</orgName>
          <orgName type="acronym">UT3</orgName>
          <date type="end">2025-01-01</date>
          <desc>
            <address>
              <addrLine>118 route de Narbonne - 31062 Toulouse</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.univ-tlse3.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </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>
        <org type="institution" xml:id="struct-448187" status="VALID">
          <idno type="IdRef">026388820</idno>
          <idno type="ISNI">0000000121766169</idno>
          <idno type="ROR">https://ror.org/033p9g875</idno>
          <orgName>Institut National Polytechnique (Toulouse)</orgName>
          <orgName type="acronym">Toulouse INP</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
            <ref type="url">https://www.inp-toulouse.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-443875" type="direct"/>
          </listRelation>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>