{"id":"https://openalex.org/W4402338202","doi":"https://doi.org/10.1145/3701986","title":"Qualitatively Analyzing Optimization Objectives in the Design of HPC Resource Manager","display_name":"Qualitatively Analyzing Optimization Objectives in the Design of HPC Resource Manager","publication_year":2024,"publication_date":"2024-10-29","ids":{"openalex":"https://openalex.org/W4402338202","doi":"https://doi.org/10.1145/3701986"},"language":"en","primary_location":{"id":"doi:10.1145/3701986","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701986","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701986","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3701986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001266039","display_name":"Robin Bo\u00ebzennec","orcid":"https://orcid.org/0009-0008-5016-4413"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Robin Bo\u00ebzennec","raw_affiliation_strings":["INRIA, Rennes, France, Universit\u00e9 of Rennes, Rennes, France, CNRS, Rennes, France and IRISA, IRISA, France","IRISA, IRISA, France","INRIA, Rennes, France","IRISA,  IRISA, France","Universit\u00e9 of Rennes, Rennes, France"],"raw_orcid":"https://orcid.org/0009-0008-5016-4413","affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France, Universit\u00e9 of Rennes, Rennes, France, CNRS, Rennes, France and IRISA, IRISA, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"IRISA, IRISA, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"IRISA,  IRISA, France","institution_ids":["https://openalex.org/I2802519937"]},{"raw_affiliation_string":"Universit\u00e9 of Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002272639","display_name":"Fanny Dufoss\u00e9","orcid":"https://orcid.org/0000-0002-2260-2200"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fanny Dufoss\u00e9","raw_affiliation_strings":["Universit\u00e9 Grenoble Alpes, Grenoble, France, INRIA, Grenoble, France, CNRS, Grenoble, France and Grenoble INP UGA, Grenoble, France","INRIA, Grenoble, France","Grenoble INP UGA, Grenoble, France","Universit\u00e9 Grenoble Alpes, Grenoble, France","Grenoble INP UGA,  Grenoble, France"],"raw_orcid":"https://orcid.org/0000-0002-2260-2200","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, Grenoble, France, INRIA, Grenoble, France, CNRS, Grenoble, France and Grenoble INP UGA, Grenoble, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I899635006","https://openalex.org/I106785703"]},{"raw_affiliation_string":"INRIA, Grenoble, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Grenoble INP UGA, Grenoble, France","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"raw_affiliation_string":"Universit\u00e9 Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I899635006"]},{"raw_affiliation_string":"Grenoble INP UGA,  Grenoble, France","institution_ids":["https://openalex.org/I899635006","https://openalex.org/I106785703"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086382922","display_name":"Guillaume Pallez","orcid":"https://orcid.org/0000-0001-8862-3277"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Pallez","raw_affiliation_strings":["INRIA, Rennes, France"],"raw_orcid":"https://orcid.org/0000-0001-8862-3277","affiliations":[{"raw_affiliation_string":"INRIA, Rennes, France","institution_ids":["https://openalex.org/I4210133778","https://openalex.org/I1326498283"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1537,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.88352177,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"9","issue":"4","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.801127552986145},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6711132526397705},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.4948424696922302},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4264396131038666},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.36599427461624146},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3249155282974243},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25160765647888184},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10237389802932739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.801127552986145},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6711132526397705},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.4948424696922302},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4264396131038666},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36599427461624146},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3249155282974243},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25160765647888184},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10237389802932739},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3701986","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701986","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701986","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04187517v2","is_oa":true,"landing_page_url":"https://hal.science/hal-04187517","pdf_url":"https://hal.science/hal-04187517v2/file/main.pdf","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023","raw_type":"Preprints, Working Papers, ..."}],"best_oa_location":{"id":"doi:10.1145/3701986","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3701986","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3701986","source":{"id":"https://openalex.org/S4210231956","display_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","issn_l":"2376-3639","issn":["2376-3639","2376-3647"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Modeling and Performance Evaluation of Computing Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G667405768","display_name":null,"funder_award_id":"ANR-22-EXNU-0004","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402338202.pdf"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W613473979","https://openalex.org/W1500729112","https://openalex.org/W1517890825","https://openalex.org/W1524327605","https://openalex.org/W1565528827","https://openalex.org/W1602617099","https://openalex.org/W1932332931","https://openalex.org/W1995743905","https://openalex.org/W2059543161","https://openalex.org/W2066139250","https://openalex.org/W2070192642","https://openalex.org/W2099638274","https://openalex.org/W2112168774","https://openalex.org/W2139250332","https://openalex.org/W2756568380","https://openalex.org/W2767921504","https://openalex.org/W2794563548","https://openalex.org/W2950178300","https://openalex.org/W2955635686","https://openalex.org/W3000556906","https://openalex.org/W3129362935","https://openalex.org/W3133465160","https://openalex.org/W4231381424","https://openalex.org/W4248391299","https://openalex.org/W4283156811","https://openalex.org/W4283367935","https://openalex.org/W4285666793","https://openalex.org/W4296079434","https://openalex.org/W4312067772","https://openalex.org/W4391898412"],"related_works":["https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796","https://openalex.org/W2795565301","https://openalex.org/W2785349417","https://openalex.org/W4401161891"],"abstract_inverted_index":{"A":[0],"correct":[1],"evaluation":[2],"of":[3,10,17,30,67,76,128,152,173,187],"scheduling":[4,71],"algorithms":[5],"and":[6,28,73,138],"a":[7,62,77,89,145,161,184,196],"good":[8,162],"understanding":[9],"their":[11],"optimization":[12,34,101],"criteria":[13],"are":[14,122,142],"key":[15],"components":[16],"resource":[18],"management":[19],"in":[20,149,176],"HPC.":[21,153],"In":[22],"this":[23],"work,":[24],"we":[25,181,192],"discuss":[26],"bias":[27],"limitations":[29,56],"the":[31,37,65,74,106,116,119,125,129,150,170,174],"most":[32],"frequent":[33],"metrics":[35],"from":[36],"literature.":[38],"We":[39,52,95,164],"provide":[40],"elements":[41],"on":[42,59,64,70,88,99],"how":[43],"to":[44,115,124,159,166,194],"evaluate":[45],"performance":[46],"when":[47],"studying":[48],"HPC":[49,84],"batch":[50,85],"scheduling.":[51],"experimentally":[53],"demonstrate":[54,96],"these":[55],"by":[57,108],"focusing":[58,98],"two":[60],"use-cases:":[61],"study":[63],"impact":[66],"runtime":[68],"estimates":[69],"performance,":[72],"reproduction":[75],"recent":[78],"high-impact":[79],"work":[80,104],"that":[81,97,118,134,191],"designed":[82],"an":[83],"scheduler":[86],"based":[87],"network":[90],"trained":[91],"with":[92,169],"reinforcement":[93],"learning.":[94],"quantitative":[100,147],"criterion":[102],"(\u201cour":[103],"improves":[105],"literature":[107],"X%\u201d)":[109],"may":[110],"hide":[111],"extremely":[112],"important":[113],"caveat,":[114],"point":[117],"results":[120],"obtained":[121],"opposed":[123],"actual":[126],"goals":[127],"authors.":[130],"Key":[131],"findings":[132],"show":[133],"mean":[135,139],"bounded":[136],"slowdown":[137],"response":[140,189],"time":[141],"hazardous":[143],"for":[144,183],"purely":[146],"analysis":[148],"context":[151],"Despite":[154],"some":[155,177],"limitations,":[156],"utilization":[157],"appears":[158],"be":[160,195],"objective.":[163,199],"propose":[165],"complement":[167],"it":[168],"standard":[171],"deviation":[172],"throughput":[175],"pathological":[178],"cases.":[179],"Finally,":[180],"argue":[182],"larger":[185],"use":[186],"area-weighted":[188],"time,":[190],"find":[193],"very":[197],"relevant":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-21T07:57:09.225873","created_date":"2025-10-10T00:00:00"}