{"id":"https://openalex.org/W2934658301","doi":"https://doi.org/10.1145/3297663.3310312","title":"Simulation Based Job Scheduling Optimization for Batch Workloads","display_name":"Simulation Based Job Scheduling Optimization for Batch Workloads","publication_year":2019,"publication_date":"2019-04-04","ids":{"openalex":"https://openalex.org/W2934658301","doi":"https://doi.org/10.1145/3297663.3310312","mag":"2934658301"},"language":"en","primary_location":{"id":"doi:10.1145/3297663.3310312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297663.3310312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-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/A5060046072","display_name":"Dheeraj Chahal","orcid":"https://orcid.org/0009-0000-7398-0749"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dheeraj Chahal","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113632593","display_name":"Benny Mathew","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Benny Mathew","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040769022","display_name":"Manoj Nambiar","orcid":"https://orcid.org/0000-0002-8026-3235"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manoj Nambiar","raw_affiliation_strings":["TCS Research, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research, Mumbai, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3719,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.63019568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":1.0,"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":1.0,"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":0.9998000264167786,"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":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.8571479916572571},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8120359778404236},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.7035038471221924},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.605986475944519},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5557359457015991},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.550868570804596},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5458056330680847},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.49926161766052246},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.4387408196926117},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37735646963119507},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22017636895179749},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1465371549129486},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11664393544197083},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.10497245192527771}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.8571479916572571},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8120359778404236},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.7035038471221924},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.605986475944519},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5557359457015991},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.550868570804596},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5458056330680847},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.49926161766052246},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.4387408196926117},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37735646963119507},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22017636895179749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1465371549129486},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11664393544197083},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.10497245192527771},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3297663.3310312","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3297663.3310312","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W58198252","https://openalex.org/W1630393757","https://openalex.org/W1978879585","https://openalex.org/W1999445878","https://openalex.org/W2012804605","https://openalex.org/W2031866163","https://openalex.org/W2047073288","https://openalex.org/W2047280416","https://openalex.org/W2073987725","https://openalex.org/W2098650167","https://openalex.org/W2099389501","https://openalex.org/W2159015398","https://openalex.org/W2171872029","https://openalex.org/W2412848782","https://openalex.org/W2607220393","https://openalex.org/W2797192747","https://openalex.org/W2885945073","https://openalex.org/W2887265586"],"related_works":["https://openalex.org/W2390625990","https://openalex.org/W2092966558","https://openalex.org/W2088387432","https://openalex.org/W1956651153","https://openalex.org/W2327547880","https://openalex.org/W2139982839","https://openalex.org/W4318996523","https://openalex.org/W2347561926","https://openalex.org/W1984267569","https://openalex.org/W210339300"],"abstract_inverted_index":{"We":[0,125,162],"present":[1],"a":[2,13,36,94,122,178],"simulation":[3,128,186],"based":[4,48,129,187],"approach":[5,151,188],"for":[6,68],"scheduling":[7,46,81,131,169],"jobs":[8,73,83,92,116,145],"that":[9,133,153,185],"are":[10,74,156],"part":[11],"of":[12,27,58,91,115,166,200],"batch":[14,37,82],"workflow.":[15],"Our":[16,150,181],"objective":[17],"is":[18],"to":[19,31,80,110,158,194],"minimize":[20,139],"the":[21,28,33,89,113,140,147,160,164,190,198],"makespan,":[22],"defined":[23],"as":[24],"completion":[25],"time":[26,57],"last":[29],"job":[30,43,130,154,168],"leave":[32],"system":[34],"in":[35,121],"workflow":[38],"with":[39],"dependencies.":[40],"The":[41,98],"existing":[42],"schedulers":[44],"make":[45],"decisions":[47],"on":[49,84,107,177,197],"available":[50,101,104,148],"cores,":[51],"memory":[52,105],"size,":[53],"priority":[54],"or":[55],"execution":[56,90,114],"jobs.":[59],"This":[60],"does":[61],"not":[62],"guarantee":[63],"minimum":[64],"makespan":[65,141,191],"since":[66],"contention":[67,119,136,172],"resources":[69],"among":[70],"concurrently":[71],"running":[72],"ignored.":[75],"In":[76],"our":[77,167],"approach,":[78],"prior":[79],"physical":[85],"servers,":[86],"we":[87],"simulate":[88,112],"using":[93,117],"discrete":[95],"event":[96],"simulator.":[97],"simulator":[99],"considers":[100],"cores":[102],"and":[103,138,171],"bandwidth":[106],"distributed":[108],"systems":[109],"accurately":[111],"resource":[118],"models":[120,137,173],"concurrent":[123],"run.":[124],"also":[126],"propose":[127],"algorithms":[132,170],"use":[134],"underlying":[135],"by":[142,174,192],"optimally":[143],"mapping":[144],"onto":[146],"nodes.":[149],"ensures":[152],"dependencies":[155],"adhered":[157],"during":[159],"simulation.":[161],"assess":[163],"efficacy":[165],"performing":[175],"experiments":[176],"real":[179],"cluster.":[180],"experimental":[182],"results":[183],"show":[184],"improves":[189],"15%":[193],"35%":[195],"depending":[196],"nature":[199],"workload.":[201]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}