{"id":"https://openalex.org/W4206019359","doi":"https://doi.org/10.1145/3512798.3512801","title":"Learning-Augmented Energy-Aware Scheduling of Precedence-Constrained Tasks","display_name":"Learning-Augmented Energy-Aware Scheduling of Precedence-Constrained Tasks","publication_year":2022,"publication_date":"2022-01-17","ids":{"openalex":"https://openalex.org/W4206019359","doi":"https://doi.org/10.1145/3512798.3512801"},"language":"en","primary_location":{"id":"doi:10.1145/3512798.3512801","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512798.3512801","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/A5074556801","display_name":"Yu T. Su","orcid":"https://orcid.org/0000-0002-2026-2994"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yu Su","raw_affiliation_strings":["California Institute of Technology, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011739798","display_name":"Jannie Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jannie Yu","raw_affiliation_strings":["California Institute of Technology, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015921143","display_name":"Vivek Anand","orcid":"https://orcid.org/0000-0002-9058-0584"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vivek Anand","raw_affiliation_strings":["The Pennsylvania State University, PA, USA"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University, PA, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062565732","display_name":"Adam Wierman","orcid":"https://orcid.org/0000-0002-5923-0199"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Wierman","raw_affiliation_strings":["California Institute of Technology, CA, USA"],"affiliations":[{"raw_affiliation_string":"California Institute of Technology, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074556801"],"corresponding_institution_ids":["https://openalex.org/I122411786"],"apc_list":null,"apc_paid":null,"fwci":0.2668,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58683599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"49","issue":"2","first_page":"3","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9980000257492065,"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/T12288","display_name":"Optimization and Search Problems","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.7831542491912842},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6878300905227661},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6274456977844238},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6066140532493591},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5983032584190369},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5902169942855835},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.4672653079032898},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.4426219165325165},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4300573468208313},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.4214518368244171},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3365246057510376},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1935299038887024},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11637458205223083}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7831542491912842},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6878300905227661},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6274456977844238},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6066140532493591},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5983032584190369},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5902169942855835},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.4672653079032898},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.4426219165325165},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4300573468208313},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.4214518368244171},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3365246057510376},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1935299038887024},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11637458205223083},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3512798.3512801","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3512798.3512801","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":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W1526035966","https://openalex.org/W2112694890"],"related_works":["https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2970302286","https://openalex.org/W2810352541","https://openalex.org/W2142195909"],"abstract_inverted_index":{"We":[0,100],"study":[1],"the":[2,67,73,85,91,111,122,131,134,140],"scheduling":[3,18,107],"problem":[4],"of":[5,45,60,75,84,87,125,133,139,142],"precedence-constrained":[6],"tasks":[7],"to":[8,19,27,50,55],"balance":[9,20],"between":[10,31],"performance":[11,21,61,126],"and":[12,22,48,62,115,127,148],"energy":[13,23,63,128],"consumption.":[14,64],"To":[15],"this":[16,34],"point,":[17],"has":[24],"been":[25],"limited":[26],"settings":[28],"without":[29],"dependencies":[30],"jobs.":[32],"In":[33],"extended":[35],"abstract,":[36],"we":[37,71],"consider":[38],"a":[39,57,82,88,103,117],"system":[40],"with":[41],"multiple":[42],"servers":[43],"capable":[44],"speed":[46],"scaling":[47],"seek":[49],"schedule":[51],"precedence":[52,92],"constrained":[53],"jobs":[54],"minimize":[56],"linear":[58,123],"combination":[59,124],"Inspired":[65],"by":[66],"single":[68],"server":[69],"setting,":[70],"propose":[72,102],"concept":[74],"pseudo-size":[76,113],"for":[77,145],"individual":[78],"tasks,":[79],"which":[80,109],"is":[81,95],"measure":[83],"importance":[86],"task":[89,143],"in":[90],"graph":[93],"that":[94,138],"learned":[96,112],"from":[97],"workload":[98],"data.":[99],"then":[101],"two-stage":[104],"learningaugmented":[105],"list":[106],"algorithm":[108],"uses":[110],"approximation":[114,119,141],"achieves":[116],"provable":[118],"bound":[120,135],"on":[121,137],"consumption,":[129],"where":[130],"quality":[132],"depends":[136],"pseudo-sizes,":[144],"both":[146],"makespan":[147],"total":[149],"weighted":[150],"completion":[151],"time.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
