<?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-01230295</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="2026-05-15T16:52:57+02:00"/>
      </publicationStmt>
      <sourceDesc>
        <p part="N">HAL API Platform</p>
      </sourceDesc>
    </fileDesc>
  </teiHeader>
  <text>
    <body>
      <listBibl>
        <biblFull>
          <titleStmt>
            <title xml:lang="en">A Scheduler-Level Incentive Mechanism for Energy Efficiency in HPC</title>
            <author role="aut">
              <persName>
                <forename type="first">Yiannis</forename>
                <surname>Georgiou</surname>
              </persName>
              <idno type="halauthorid">105859-0</idno>
              <affiliation ref="#struct-50993"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">David</forename>
                <surname>Glesser</surname>
              </persName>
              <email type="md5">56d47477e6bc6a2197d883b8bdaa1f5f</email>
              <email type="domain">bull.net</email>
              <idno type="idhal" notation="numeric">972334</idno>
              <idno type="halauthorid" notation="string">787694-972334</idno>
              <affiliation ref="#struct-50993"/>
              <affiliation ref="#struct-44973"/>
              <affiliation ref="#struct-445543"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Krzysztof</forename>
                <surname>Rzadca</surname>
              </persName>
              <email type="md5">05bbea28dc3533f78c3ea28ba0eb5d28</email>
              <email type="domain">imag.fr</email>
              <idno type="idhal" notation="numeric">830231</idno>
              <idno type="halauthorid" notation="string">107179-830231</idno>
              <affiliation ref="#struct-235985"/>
            </author>
            <author role="aut">
              <persName>
                <forename type="first">Denis</forename>
                <surname>Trystram</surname>
              </persName>
              <email type="md5">f18d0bede7a6ec9740503339eb62a89c</email>
              <email type="domain">imag.fr</email>
              <idno type="idhal" notation="string">denis-trystram</idno>
              <idno type="idhal" notation="numeric">5762</idno>
              <idno type="halauthorid" notation="string">122-5762</idno>
              <idno type="IDREF">https://www.idref.fr/029778301</idno>
              <idno type="ORCID">https://orcid.org/0000-0002-2623-6922</idno>
              <affiliation ref="#struct-44973"/>
              <affiliation ref="#struct-445543"/>
              <affiliation ref="#struct-56663"/>
            </author>
            <editor role="depositor">
              <persName>
                <forename>Grégory</forename>
                <surname>Mounié</surname>
              </persName>
              <email type="md5">1d93cb383d3faea936940a5d72cfbd55</email>
              <email type="domain">imag.fr</email>
            </editor>
          </titleStmt>
          <editionStmt>
            <edition n="v1" type="current">
              <date type="whenSubmitted">2015-12-03 14:42:23</date>
              <date type="whenModified">2025-10-18 03:24:16</date>
              <date type="whenReleased">2015-12-07 14:02:39</date>
              <date type="whenProduced">2015-05-04</date>
              <date type="whenEndEmbargoed">2015-12-03</date>
              <ref type="file" target="https://hal.science/hal-01230295v1/document">
                <date notBefore="2015-12-03"/>
              </ref>
              <ref type="file" subtype="author" n="1" target="https://hal.science/hal-01230295v1/file/paper.pdf" id="file-1237573-1315768">
                <date notBefore="2015-12-03"/>
              </ref>
            </edition>
            <respStmt>
              <resp>contributor</resp>
              <name key="100705">
                <persName>
                  <forename>Grégory</forename>
                  <surname>Mounié</surname>
                </persName>
                <email type="md5">1d93cb383d3faea936940a5d72cfbd55</email>
                <email type="domain">imag.fr</email>
              </name>
            </respStmt>
          </editionStmt>
          <publicationStmt>
            <distributor>CCSD</distributor>
            <idno type="halId">hal-01230295</idno>
            <idno type="halUri">https://hal.science/hal-01230295</idno>
            <idno type="halBibtex">georgiou:hal-01230295</idno>
            <idno type="halRefHtml">&lt;i&gt;CCGrid 2015 - 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing&lt;/i&gt;, May 2015, Shenzhen, China. pp.617--626, &lt;a target="_blank" href="https://dx.doi.org/10.1109/CCGrid.2015.101"&gt;&amp;#x27E8;10.1109/CCGrid.2015.101&amp;#x27E9;&lt;/a&gt;</idno>
            <idno type="halRef">CCGrid 2015 - 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, May 2015, Shenzhen, China. pp.617--626, &amp;#x27E8;10.1109/CCGrid.2015.101&amp;#x27E9;</idno>
            <availability status="restricted">
              <licence target="https://hal.science/licences/copyright/">Copyright - All rights reserved<ref corresp="#file-1237573-1315768"/></licence>
            </availability>
          </publicationStmt>
          <seriesStmt>
            <idno type="stamp" n="UGA">HAL Grenoble Alpes</idno>
            <idno type="stamp" n="CNRS">CNRS - Centre national de la recherche scientifique</idno>
            <idno type="stamp" n="INRIA">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="UNIV-GRENOBLE1">Université Joseph Fourier - Grenoble I</idno>
            <idno type="stamp" n="UNIV-PMF_GRENOBLE">Université Pierre-Mendès-France - Grenoble II</idno>
            <idno type="stamp" n="INPG">Institut polytechnique de Grenoble</idno>
            <idno type="stamp" n="INRIA-RHA">INRIA Grenoble - Rhône-Alpes</idno>
            <idno type="stamp" n="LIG">Laboratoire d'Informatique de Grenoble</idno>
            <idno type="stamp" n="INRIA_TEST">INRIA - Institut National de Recherche en Informatique et en Automatique</idno>
            <idno type="stamp" n="LORIA2">Publications du LORIA</idno>
            <idno type="stamp" n="TESTALAIN1">TESTALAIN1</idno>
            <idno type="stamp" n="INRIA2">INRIA 2</idno>
            <idno type="stamp" n="INRIA-RENGRE">INRIA-RENGRE</idno>
            <idno type="stamp" n="LIG_SIDCH" corresp="LIG">Systèmes intelligents pour les données, les connaissances et les humains</idno>
            <idno type="stamp" n="DDRS-TEST-CJ">Test de la collection DD-RS</idno>
            <idno type="stamp" n="TEST-UGA">TEST-UGA</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">A Scheduler-Level Incentive Mechanism for Energy Efficiency in HPC</title>
                <author role="aut">
                  <persName>
                    <forename type="first">Yiannis</forename>
                    <surname>Georgiou</surname>
                  </persName>
                  <idno type="halauthorid">105859-0</idno>
                  <affiliation ref="#struct-50993"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">David</forename>
                    <surname>Glesser</surname>
                  </persName>
                  <email type="md5">56d47477e6bc6a2197d883b8bdaa1f5f</email>
                  <email type="domain">bull.net</email>
                  <idno type="idhal" notation="numeric">972334</idno>
                  <idno type="halauthorid" notation="string">787694-972334</idno>
                  <affiliation ref="#struct-50993"/>
                  <affiliation ref="#struct-44973"/>
                  <affiliation ref="#struct-445543"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Krzysztof</forename>
                    <surname>Rzadca</surname>
                  </persName>
                  <email type="md5">05bbea28dc3533f78c3ea28ba0eb5d28</email>
                  <email type="domain">imag.fr</email>
                  <idno type="idhal" notation="numeric">830231</idno>
                  <idno type="halauthorid" notation="string">107179-830231</idno>
                  <affiliation ref="#struct-235985"/>
                </author>
                <author role="aut">
                  <persName>
                    <forename type="first">Denis</forename>
                    <surname>Trystram</surname>
                  </persName>
                  <email type="md5">f18d0bede7a6ec9740503339eb62a89c</email>
                  <email type="domain">imag.fr</email>
                  <idno type="idhal" notation="string">denis-trystram</idno>
                  <idno type="idhal" notation="numeric">5762</idno>
                  <idno type="halauthorid" notation="string">122-5762</idno>
                  <idno type="IDREF">https://www.idref.fr/029778301</idno>
                  <idno type="ORCID">https://orcid.org/0000-0002-2623-6922</idno>
                  <affiliation ref="#struct-44973"/>
                  <affiliation ref="#struct-445543"/>
                  <affiliation ref="#struct-56663"/>
                </author>
              </analytic>
              <monogr>
                <meeting>
                  <title>CCGrid 2015 - 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing</title>
                  <date type="start">2015-05-04</date>
                  <date type="end">2015-05-07</date>
                  <settlement>Shenzhen</settlement>
                  <country key="CN">China</country>
                </meeting>
                <imprint>
                  <biblScope unit="pp">617--626</biblScope>
                  <date type="datePub">2015</date>
                </imprint>
              </monogr>
              <idno type="doi">10.1109/CCGrid.2015.101</idno>
            </biblStruct>
          </sourceDesc>
          <profileDesc>
            <langUsage>
              <language ident="en">English</language>
            </langUsage>
            <textClass>
              <classCode scheme="halDomain" n="info.info-dc">Computer Science [cs]/Distributed, Parallel, and Cluster Computing [cs.DC]</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>Energy consumption has become one of the most important factors in High Performance Computing platforms. However, while there are various algorithmic and programming techniques to save energy, a user has currently no incentive to employ them, as they might result in worse performance. We propose to manage the energy budget of a supercomputer through EnergyFairShare (EFS), a FairShare-like scheduling algorithm. FairShare is a classic scheduling rule that prioritizes jobs belonging to users who were assigned small amount of CPU-second in the past. Similarly, EFS keeps track of users 'consumption of Watt-seconds and prioritizes those whom jobs consumed less energy. Therefore, EFS incentives users to optimize their code for energy efficiency. Having higher priority, jobs have smaller queuing times and, thus, smaller turn-around time. To validate this principle, we implemented EFS in a scheduling simulator and processed workloads from various HPC centers. The results show that, by reducing it energy consumption, auser will reduce it stretch (slowdown), compared to increasing it energy consumption. To validate the general feasibility odour approach, we also implemented EFS as an extension forSLURM, a popular HPC resource and job management system.We validated our plugin both by emulating a large scale platform, and by experiments upon a real cluster with monitored energy consumption. We observed smaller waiting times for energy efficient users.</p>
            </abstract>
          </profileDesc>
        </biblFull>
      </listBibl>
    </body>
    <back>
      <listOrg type="structures">
        <org type="laboratory" xml:id="struct-50993" status="VALID">
          <orgName>Bull SAS</orgName>
          <orgName type="acronym">Bull</orgName>
          <desc>
            <address>
              <addrLine>Siège social Bull SAS / Bull Headquarters Rue Jean Jaurès B.P.68 78340 Les Clayes-sous-Bois Tel. 33 (0)1 30 80 70 00 Fax. 33 (0)1 30 80 73 73</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.bull.com/fr/index.php</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301799" type="direct"/>
          </listRelation>
        </org>
        <org type="researchteam" xml:id="struct-44973" status="OLD">
          <idno type="RNSR">200618274S</idno>
          <orgName>PrograMming and scheduling design fOr Applications in Interactive Simulation</orgName>
          <orgName type="acronym">MOAIS</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>Inria Grenoble - Rhône-Alpes 655 avenue de l'Europe - Montbonnot 38334 Saint Ismier Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/equipes/moais</ref>
          </desc>
          <listRelation>
            <relation active="#struct-2497" type="direct"/>
            <relation active="#struct-300009" type="indirect"/>
            <relation active="#struct-24471" type="direct"/>
            <relation active="#struct-3886" type="indirect"/>
            <relation active="#struct-51016" type="indirect"/>
            <relation active="#struct-89889" type="indirect"/>
            <relation active="#struct-300275" type="indirect"/>
            <relation name="UMR5217" active="#struct-441569" type="indirect"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-445543" status="OLD">
          <idno type="IdRef">188399275</idno>
          <idno type="ROR">https://ror.org/02rx3b187</idno>
          <orgName>Université Grenoble Alpes [2016-2019]</orgName>
          <orgName type="acronym">UGA [2016-2019]</orgName>
          <date type="start">2016-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>38058 Grenoble cedex</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="regroupinstitution" xml:id="struct-235985" status="VALID">
          <idno type="ROR">https://ror.org/00y0xnp53</idno>
          <orgName>Warsaw University of Technology [Warsaw]</orgName>
          <date type="start">2016-12-01</date>
          <desc>
            <address>
              <addrLine>Pl. Politechniki 1 00-661 Warsaw</addrLine>
              <country key="PL"/>
            </address>
            <ref type="url">http://www.pw.edu.pl/engpw</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-56663" status="VALID">
          <idno type="IdRef">03442945X</idno>
          <idno type="ISNI">0000000119314817</idno>
          <idno type="ROR">https://ror.org/055khg266</idno>
          <idno type="Wikidata">Q1665127</idno>
          <orgName>Institut universitaire de France</orgName>
          <orgName type="acronym">IUF</orgName>
          <desc>
            <address>
              <addrLine>Maison des Universités 103 Boulevard Saint-Michel 75005 Paris</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://iuf.amue.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-301855" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-301799" status="VALID">
          <orgName>Bull SAS</orgName>
          <desc>
            <address>
              <country key="FR"/>
            </address>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-2497" status="VALID">
          <idno type="RNSR">199218244V</idno>
          <idno type="ROR">https://ror.org/00n8d6z93</idno>
          <orgName>Centre Inria de l'Université Grenoble Alpes</orgName>
          <desc>
            <address>
              <addrLine>Inovallée655 avenue de l'Europe38330 Montbonnot</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/centre/grenoble</ref>
          </desc>
          <listRelation>
            <relation active="#struct-300009" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-300009" status="VALID">
          <idno type="ROR">https://ror.org/02kvxyf05</idno>
          <orgName>Institut National de Recherche en Informatique et en Automatique</orgName>
          <orgName type="acronym">Inria</orgName>
          <desc>
            <address>
              <addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.inria.fr/en/</ref>
          </desc>
        </org>
        <org type="laboratory" xml:id="struct-24471" status="OLD">
          <idno type="IdRef">148425550</idno>
          <idno type="ISNI">0000 0001 2286 4035 </idno>
          <idno type="RNSR">200711886U</idno>
          <idno type="ROR">https://ror.org/01c8rcg82</idno>
          <orgName>Laboratoire d'Informatique de Grenoble</orgName>
          <orgName type="acronym">LIG</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>UMR 5217 - Laboratoire LIG - Bâtiment IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d’Hères Adresse postale : CS 40700 - 38058 Grenoble cedex 9 - France Tél. : 04 57 42 14 00</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.liglab.fr/</ref>
          </desc>
          <listRelation>
            <relation active="#struct-3886" type="direct"/>
            <relation active="#struct-51016" type="direct"/>
            <relation active="#struct-89889" type="direct"/>
            <relation active="#struct-300275" type="direct"/>
            <relation name="UMR5217" active="#struct-441569" type="direct"/>
          </listRelation>
        </org>
        <org type="institution" xml:id="struct-3886" status="OLD">
          <idno type="IdRef">02640432X</idno>
          <idno type="ROR">https://ror.org/02f7wz369</idno>
          <orgName>Université Pierre Mendès France - Grenoble 2</orgName>
          <orgName type="acronym">UPMF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 47 - 38040 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.upmf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-51016" status="OLD">
          <idno type="IdRef">026404796</idno>
          <idno type="ROR">https://ror.org/02aj0kh94</idno>
          <orgName>Université Joseph Fourier - Grenoble 1</orgName>
          <orgName type="acronym">UJF</orgName>
          <date type="end">2015-12-31</date>
          <desc>
            <address>
              <addrLine>BP 53 - 38041 Grenoble Cedex 9</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.ujf-grenoble.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-89889" status="OLD">
          <idno type="IdRef">026388804</idno>
          <idno type="ROR">https://ror.org/05sbt2524</idno>
          <orgName>Institut polytechnique de Grenoble - Grenoble Institute of Technology</orgName>
          <orgName type="acronym">Grenoble INP</orgName>
          <date type="start">2007-01-01</date>
          <date type="end">2019-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
            <ref type="url">http://www.grenoble-inp.fr/</ref>
          </desc>
        </org>
        <org type="institution" xml:id="struct-300275" status="OLD">
          <idno type="IdRef">026388804</idno>
          <orgName>Institut National Polytechnique de Grenoble</orgName>
          <orgName type="acronym">INPG</orgName>
          <date type="end">2006-12-31</date>
          <desc>
            <address>
              <addrLine>46 avenue Félix Viallet 38031 Grenoble Cedex 1</addrLine>
              <country key="FR"/>
            </address>
          </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>
        <org type="institution" xml:id="struct-301855" status="VALID">
          <orgName>Ministère de l'Education nationale, de l’Enseignement supérieur et de la Recherche</orgName>
          <orgName type="acronym">M.E.N.E.S.R.</orgName>
          <desc>
            <address>
              <addrLine>1 rue Descartes - 75231 Paris cedex 05</addrLine>
              <country key="FR"/>
            </address>
          </desc>
        </org>
      </listOrg>
    </back>
  </text>
</TEI>