{"id":"https://openalex.org/W1979139451","doi":"https://doi.org/10.1145/2723372.2764943","title":"Job Scheduling with Minimizing Data Communication Costs","display_name":"Job Scheduling with Minimizing Data Communication Costs","publication_year":2015,"publication_date":"2015-05-27","ids":{"openalex":"https://openalex.org/W1979139451","doi":"https://doi.org/10.1145/2723372.2764943","mag":"1979139451"},"language":"en","primary_location":{"id":"doi:10.1145/2723372.2764943","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723372.2764943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039242936","display_name":"Trevor Clinkenbeard","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Trevor Clinkenbeard","raw_affiliation_strings":["Faculty of Mathematics, University of Waterloo, Waterloo, ON, Canada","Faculty of Mathematics, University of Waterloo, Waterloo, ON, Canada#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Faculty of Mathematics, University of Waterloo, Waterloo, ON, Canada#TAB#","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109865053","display_name":"Anisoara Nica","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117871","display_name":"Systems, Applications & Products in Data Processing (Canada)","ror":"https://ror.org/025jhd967","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210117871","https://openalex.org/I4210132444"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Anisoara Nica","raw_affiliation_strings":["SAP SE, Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAP SE, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I4210117871"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2071","last_page":"2072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.8690938949584961},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.600689172744751},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.5582935810089111},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5103403925895691},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4938815236091614},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.415077805519104},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.38171350955963135},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.276542067527771},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.17237594723701477},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.12988340854644775}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690938949584961},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.600689172744751},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.5582935810089111},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5103403925895691},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4938815236091614},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.415077805519104},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.38171350955963135},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.276542067527771},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.17237594723701477},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.12988340854644775},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2723372.2764943","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723372.2764943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1458108873","https://openalex.org/W2035871154","https://openalex.org/W2050086297","https://openalex.org/W2079251873"],"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":{"The":[0],"research":[1],"presented":[2],"in":[3,17,60,77,85,91,155],"this":[4],"paper":[5],"analyzes":[6],"different":[7,153],"algorithms":[8],"for":[9,136,191],"scheduling":[10],"a":[11,44,49,53,66,105,108,127,176,203,211,214],"set":[12,67,177,204],"of":[13,46,68,160,175,178,205,210],"potentially":[14,99],"interdependent":[15],"jobs":[16,71,144,188,193,206],"order":[18,156],"to":[19,130,157,170,194],"minimize":[20,171],"the":[21,38,58,78,86,113,120,132,137,140,149,172,181,200,208],"total":[22,173],"runtime,":[23],"or":[24,90,123],"makespan,":[25],"when":[26,186,202],"data":[27,59],"communication":[28,164],"costs":[29,165],"are":[30,41,145],"considered.":[31],"On":[32],"distributed":[33,87,215],"file":[34,88,110],"systems,":[35],"such":[36,51],"as":[37,52,56,111,197],"HDFS,":[39],"files":[40,62,83],"spread":[42],"across":[43,75],"cluster":[45,92],"machines.":[47],"Once":[48],"request,":[50],"query,":[54],"having":[55],"input":[57,82],"these":[61,70],"is":[63,98,198],"translated":[64],"into":[65],"jobs,":[69],"must":[72,115,125,189],"be":[73,117],"scheduled":[74,147],"machines":[76],"cluster.":[79],"Jobs":[80],"consume":[81],"stored":[84],"system":[89],"nodes,":[93],"and":[94,166],"produce":[95],"output":[96],"which":[97],"consumed":[100],"by":[101],"future":[102],"jobs.":[103,179],"If":[104],"job":[106,114],"needs":[107],"particular":[109],"input,":[112,196],"either":[116],"executed":[118],"on":[119,152,213],"same":[121,141,150],"machine,":[122],"it":[124],"incur":[126],"time":[128,151],"penalty":[129],"copy":[131],"file,":[133],"increasing":[134],"latency":[135],"job.":[138],"At":[139],"time,":[142],"independent":[143],"ideally":[146],"at":[148],"machines,":[154],"take":[158],"advantage":[159],"parallelism.":[161],"Both":[162],"minimizing":[163],"maximizing":[167],"parallelism":[168],"serve":[169],"runtime":[174],"Furthermore,":[180],"problem":[182],"gets":[183],"more":[184],"complex":[185],"certain":[187],"wait":[190],"previous":[192],"provide":[195],"frequently":[199],"case":[201],"represents":[207],"steps":[209],"query":[212],"database.":[216]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}