{"id":"https://openalex.org/W3135008492","doi":"https://doi.org/10.1145/3453953.3453960","title":"heSRPT","display_name":"heSRPT","publication_year":2021,"publication_date":"2021-03-05","ids":{"openalex":"https://openalex.org/W3135008492","doi":"https://doi.org/10.1145/3453953.3453960","mag":"3135008492"},"language":"en","primary_location":{"id":"doi:10.1145/3453953.3453960","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453953.3453960","pdf_url":null,"source":{"id":"https://openalex.org/S4210187660","display_name":"ACM SIGMETRICS Performance Evaluation Review","issn_l":"0163-5999","issn":["0163-5999","1557-9484"],"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 SIGMETRICS Performance Evaluation Review","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025799087","display_name":"Benjamin Berg","orcid":"https://orcid.org/0000-0002-4147-6860"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Benjamin Berg","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069822730","display_name":"Rein Vesilo","orcid":"https://orcid.org/0000-0002-5957-1938"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rein Vesilo","raw_affiliation_strings":["Macquarie University, Macquarie Park, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Macquarie University, Macquarie Park, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009970116","display_name":"Mor Harchol\u2010Balter","orcid":"https://orcid.org/0000-0003-1721-6759"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mor Harchol-Balter","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025799087"],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03080548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"48","issue":"3","first_page":"35","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.8805488348007202},{"id":"https://openalex.org/keywords/parallelizable-manifold","display_name":"Parallelizable manifold","score":0.8447597622871399},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6930935382843018},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.6422175168991089},{"id":"https://openalex.org/keywords/slowdown","display_name":"Slowdown","score":0.6084527373313904},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5483874678611755},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4560929834842682},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3608857989311218},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28792694211006165},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24905088543891907},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15210232138633728},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14929476380348206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1364852488040924},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.1329280436038971},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.10832816362380981},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09155192971229553}],"concepts":[{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.8805488348007202},{"id":"https://openalex.org/C148047603","wikidata":"https://www.wikidata.org/wiki/Q1014612","display_name":"Parallelizable manifold","level":2,"score":0.8447597622871399},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6930935382843018},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.6422175168991089},{"id":"https://openalex.org/C2777242750","wikidata":"https://www.wikidata.org/wiki/Q31351","display_name":"Slowdown","level":2,"score":0.6084527373313904},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5483874678611755},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4560929834842682},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3608857989311218},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28792694211006165},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24905088543891907},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15210232138633728},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14929476380348206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1364852488040924},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1329280436038971},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.10832816362380981},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09155192971229553},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3453953.3453960","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3453953.3453960","pdf_url":null,"source":{"id":"https://openalex.org/S4210187660","display_name":"ACM SIGMETRICS Performance Evaluation Review","issn_l":"0163-5999","issn":["0163-5999","1557-9484"],"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 SIGMETRICS Performance Evaluation Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2030311589","https://openalex.org/W2899713699","https://openalex.org/W4241613144","https://openalex.org/W6763555835"],"related_works":["https://openalex.org/W4285069850","https://openalex.org/W2891970004","https://openalex.org/W4240963716","https://openalex.org/W1974634278","https://openalex.org/W1996916724","https://openalex.org/W1596637634","https://openalex.org/W2321918740","https://openalex.org/W2900794160","https://openalex.org/W1485337887","https://openalex.org/W3130253067"],"abstract_inverted_index":{"Modern":[0],"data":[1,46],"centers":[2],"serve":[3],"workloads":[4,123],"which":[5,82],"can":[6,105],"exploit":[7],"parallelism.":[8],"When":[9],"a":[10,27,41,45,57,87,157,180],"job":[11,74,93,104,158,181],"parallelizes":[12],"across":[13,150],"multiple":[14],"servers":[15,31,51,110,140],"it":[16,21,205,217],"completes":[17],"more":[18],"quickly.":[19],"However,":[20],"is":[22,65,137,159,192,206,218],"unclear":[23],"how":[24,179],"to":[25,85,99,138,141,145,173],"share":[26],"limited":[28],"number":[29,108],"of":[30,49,59,76,79,109,156,196],"between":[32],"many":[33,121],"parallelizable":[34,61,122],"jobs.":[35,62],"In":[36,70],"this":[37,135],"paper":[38,136],"we":[39,83],"consider":[40],"typical":[42],"scenario":[43],"where":[44,153],"center":[47],"composed":[48],"N":[50,175],"will":[52],"be":[53],"tasked":[54],"with":[55,184],"completing":[56],"set":[58],"M":[60,64],"Typically,":[63],"much":[66],"smaller":[67],"than":[68],"N.":[69],"our":[71],"scenario,":[72],"each":[73,103],"consists":[75],"some":[77],"amount":[78],"inherent":[80],"work":[81],"refer":[84],"as":[86,125,144,210,212],"job's":[88,161],"size.":[89],"We":[90],"assume":[91],"that":[92],"sizes":[94],"are":[95,118],"known":[96],"up":[97],"front":[98],"the":[100,147,154,160,189,194,199,213],"system,":[101,190],"and":[102,191],"utilize":[106],"any":[107,112],"at":[111],"moment":[113],"in":[114,134,188,198],"time.":[115],"These":[116],"assumptions":[117],"reasonable":[119],"for":[120],"such":[124],"training":[126],"neural":[127],"networks":[128],"using":[129],"TensorFlow":[130],"[2].":[131],"Our":[132],"goal":[133],"allocate":[139],"jobs":[142,187],"so":[143],"minimize":[146],"mean":[148],"slowdown":[149,155],"all":[151,174],"jobs,":[152],"completion":[162],"time":[163,168],"divided":[164],"by":[165,185],"its":[166],"running":[167],"if":[169],"given":[170],"exclusive":[171],"access":[172],"servers.":[176],"Slowdown":[177],"measures":[178],"was":[182],"interfered":[183],"other":[186],"often":[193],"metric":[195],"interest":[197],"theoretical":[200],"parallel":[201],"scheduling":[202],"literature":[203],"(where":[204,216],"also":[207],"called":[208,219],"stretch),":[209],"well":[211],"HPC":[214],"community":[215],"expansion":[220],"factor).":[221]},"counts_by_year":[],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2021-03-15T00:00:00"}