{"id":"https://openalex.org/W2963914043","doi":"https://doi.org/10.1145/3337821.3337880","title":"JobPacker","display_name":"JobPacker","publication_year":2019,"publication_date":"2019-07-25","ids":{"openalex":"https://openalex.org/W2963914043","doi":"https://doi.org/10.1145/3337821.3337880","mag":"2963914043"},"language":"en","primary_location":{"id":"doi:10.1145/3337821.3337880","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3337821.3337880","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3337821.3337880","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International Conference on Parallel Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3337821.3337880","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087300252","display_name":"Zhuozhao Li","orcid":"https://orcid.org/0000-0003-1903-6428"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhuozhao Li","raw_affiliation_strings":["University of Chicago"],"affiliations":[{"raw_affiliation_string":"University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064217355","display_name":"Haiying Shen","orcid":"https://orcid.org/0000-0002-7681-6255"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haiying Shen","raw_affiliation_strings":["University of Virginia"],"affiliations":[{"raw_affiliation_string":"University of Virginia","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087300252"],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":0.3523,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68419292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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":0.9994000196456909,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9980000257492065,"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/T10847","display_name":"Advanced Optical Network Technologies","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8080893754959106},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.6411121487617493},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5654805898666382},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5292662382125854},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5193599462509155},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.5131848454475403},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3876720070838928},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25262385606765747},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.16779619455337524},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1214745044708252}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8080893754959106},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.6411121487617493},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5654805898666382},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5292662382125854},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5193599462509155},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.5131848454475403},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3876720070838928},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25262385606765747},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.16779619455337524},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1214745044708252},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3337821.3337880","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3337821.3337880","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3337821.3337880","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International Conference on Parallel Processing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3337821.3337880","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3337821.3337880","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3337821.3337880","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 48th International Conference on Parallel Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G164031158","display_name":null,"funder_award_id":"1822965","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2044381457","display_name":null,"funder_award_id":"1827674, CCF-1822965, OAC-1724845, CNS-1733596, ACI-1661378","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2132143628","display_name":"Application Characterization for Adaptive Computing Platform Determination for Computational and Data-Enabled Science and Engineering","funder_award_id":"1661378","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2758548971","display_name":null,"funder_award_id":"8300751","funder_id":"https://openalex.org/F4320308943","funder_display_name":"Microsoft Research"},{"id":"https://openalex.org/G3535279130","display_name":null,"funder_award_id":"OAC-1724845","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3631313543","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320308943","funder_display_name":"Microsoft Research"},{"id":"https://openalex.org/G3799635343","display_name":"CIF21 DIBBs: PD: Building High-Availability Data Capabilities in Data-Centric Cyberinfrastructure","funder_award_id":"1724845","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4013913612","display_name":null,"funder_award_id":"NSF-1827674, CCF-1822965, OAC-1724845","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4963236844","display_name":null,"funder_award_id":"CCF-1822965","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5628284435","display_name":null,"funder_award_id":"ACI-1661378","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G614903948","display_name":null,"funder_award_id":"Faculty Fellowship 8300751","funder_id":"https://openalex.org/F4320308943","funder_display_name":"Microsoft Research"},{"id":"https://openalex.org/G6261048006","display_name":null,"funder_award_id":"CNS-1733596","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6415360113","display_name":null,"funder_award_id":"NSF-1827674","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6894402473","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7372718776","display_name":null,"funder_award_id":"1827674","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320308943","display_name":"Microsoft Research","ror":"https://ror.org/00d0nc645"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2963914043.pdf","grobid_xml":"https://content.openalex.org/works/W2963914043.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W236893983","https://openalex.org/W1471136644","https://openalex.org/W1535431348","https://openalex.org/W1994196962","https://openalex.org/W2025549137","https://openalex.org/W2059608229","https://openalex.org/W2074988668","https://openalex.org/W2086190489","https://openalex.org/W2096125134","https://openalex.org/W2097926925","https://openalex.org/W2104680817","https://openalex.org/W2105947650","https://openalex.org/W2119638333","https://openalex.org/W2122465391","https://openalex.org/W2131975293","https://openalex.org/W2133569115","https://openalex.org/W2151668565","https://openalex.org/W2157614013","https://openalex.org/W2163291889","https://openalex.org/W2174784067","https://openalex.org/W2293423600","https://openalex.org/W2404878167","https://openalex.org/W2521597241","https://openalex.org/W2530249205","https://openalex.org/W2559673548","https://openalex.org/W2581491847","https://openalex.org/W2621922713","https://openalex.org/W2751779490","https://openalex.org/W2760202896","https://openalex.org/W2814756415","https://openalex.org/W2885667648","https://openalex.org/W2982290016"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2139982839","https://openalex.org/W1984267569","https://openalex.org/W2092966558","https://openalex.org/W1956651153","https://openalex.org/W2347561926","https://openalex.org/W2327547880","https://openalex.org/W44553394","https://openalex.org/W3153517983","https://openalex.org/W210339300"],"abstract_inverted_index":{"In":[0,37,147],"spite":[1],"of":[2,5,57,68],"many":[3],"advantages":[4],"hybrid":[6],"electrical/optical":[7],"datacenter":[8],"networks":[9],"(Hybrid-DCN),":[10],"current":[11],"job":[12,44,61,70,108],"schedulers":[13,24,203],"for":[14,20,46,91],"data-parallel":[15,47],"frameworks":[16,48],"are":[17],"not":[18,26,172],"suitable":[19],"Hybrid-DCN,":[21],"since":[22],"the":[23,65,84,110,114,122,152,157,169,186,192,201],"do":[25],"aggregate":[27],"data":[28,66,78,158],"traffic":[29,89],"to":[30,53,59,73,76,105,112,131,137,155,168,174,189,197,200],"facilitate":[31],"using":[32],"optical":[33],"circuit":[34],"switch":[35],"(OCS).":[36],"this":[38],"paper,":[39],"we":[40],"propose":[41],"JobPacker,":[42],"a":[43,69,127],"scheduler":[45],"in":[49,71,117,135,204],"Hybrid-DCN":[50],"that":[51,120,183],"aims":[52],"take":[54],"full":[55],"advantage":[56],"OCS":[58,75],"improve":[60,77],"performance.":[62,124],"JobPacker":[63,150,184],"aggregates":[64],"transfers":[67],"order":[72],"use":[74],"transfer":[79],"efficiency.":[80],"It":[81,125],"first":[82],"explores":[83],"tradeoff":[85],"between":[86],"parallelism":[87],"and":[88,96,109,160,164,179,191],"aggregation":[90],"each":[92,107,118],"shuffle-heavy":[93],"recurring":[94,115,133,162,175],"job,":[95],"then":[97],"generates":[98],"an":[99],"offline":[100,153],"schedule":[101,154,161],"including":[102],"which":[103],"racks":[104],"run":[106,113],"sequence":[111],"jobs":[116,134,167],"rack":[119],"yields":[121],"best":[123],"has":[126],"new":[128],"sorting":[129],"method":[130],"prioritize":[132],"offline-scheduling":[136],"prevent":[138],"high":[139],"resource":[140],"contention":[141],"while":[142],"fully":[143],"utilizing":[144],"cluster":[145],"resources.":[146],"real-time":[148],"scheduler,":[149],"uses":[151],"guide":[156],"placement":[159],"jobs,":[163],"schedules":[165],"non-recurring":[166],"idle":[170],"resources":[171],"assigned":[173],"jobs.":[176],"Trace-driven":[177],"simulation":[178],"GENI-based":[180],"emulation":[181],"show":[182],"reduces":[185],"makespan":[187],"up":[188,196],"49%":[190],"median":[193],"completion":[194],"time":[195],"43%,":[198],"compared":[199],"state-of-the-art":[202],"Hybrid-DCN.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2019-07-30T00:00:00"}
