{"id":"https://openalex.org/W2772328595","doi":"https://doi.org/10.1109/nca.2017.8171368","title":"Resource demand aware scheduling for workflows in clouds","display_name":"Resource demand aware scheduling for workflows in clouds","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2772328595","doi":"https://doi.org/10.1109/nca.2017.8171368","mag":"2772328595"},"language":"en","primary_location":{"id":"doi:10.1109/nca.2017.8171368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nca.2017.8171368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 16th International Symposium on Network Computing and Applications (NCA)","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/A5115598776","display_name":"Khaled Almiani","orcid":"https://orcid.org/0000-0002-8869-2157"},"institutions":[{"id":"https://openalex.org/I100086675","display_name":"Al-Hussein Bin Talal University","ror":"https://ror.org/019dkd780","country_code":"JO","type":"education","lineage":["https://openalex.org/I100086675"]},{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Khaled Almi'ani","raw_affiliation_strings":["Princess Sumaya University for Technology, Sabbatical Leave: Al-Hussein Bin Talal University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Princess Sumaya University for Technology, Sabbatical Leave: Al-Hussein Bin Talal University, Jordan","institution_ids":["https://openalex.org/I100086675","https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091456984","display_name":"Young Choon Lee","orcid":"https://orcid.org/0000-0001-8560-6199"},"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":"Young Choon Lee","raw_affiliation_strings":["Department of Computing Macquarie University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Macquarie University, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071932180","display_name":"Bernard Mans","orcid":"https://orcid.org/0000-0001-7897-2043"},"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":"Bernard Mans","raw_affiliation_strings":["Department of Computing Macquarie University, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Macquarie University, Australia","institution_ids":["https://openalex.org/I99043593"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2946,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84139811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9994999766349792,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.9135264754295349},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8874213695526123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8091948628425598},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7666038274765015},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7160912752151489},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6909797191619873},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6094574332237244},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4632068872451782},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.31212180852890015},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14769738912582397},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.13035047054290771},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08072319626808167},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.06928744912147522},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06607085466384888}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.9135264754295349},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8874213695526123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8091948628425598},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7666038274765015},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7160912752151489},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6909797191619873},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6094574332237244},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4632068872451782},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.31212180852890015},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14769738912582397},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.13035047054290771},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08072319626808167},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.06928744912147522},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06607085466384888}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/nca.2017.8171368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/nca.2017.8171368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 16th International Symposium on Network Computing and Applications (NCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1985416667","https://openalex.org/W2031725441","https://openalex.org/W2032728524","https://openalex.org/W2037496036","https://openalex.org/W2042127730","https://openalex.org/W2068739318","https://openalex.org/W2088723799","https://openalex.org/W2119085547","https://openalex.org/W2149294210","https://openalex.org/W2163838422","https://openalex.org/W2296687957","https://openalex.org/W2408470734","https://openalex.org/W4231238553"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W4244478748","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W3204654320"],"abstract_inverted_index":{"A":[0],"major":[1,141],"challenge":[2,31],"of":[3,14,24,50,57,66,114,165,178,197,203],"running":[4],"applications":[5],"in":[6,22,68,121,144,174,195],"clouds":[7,69],"is":[8],"to":[9,20,38,118],"determine":[10],"the":[11,35,48,64,75,88,119,167,179,201],"right":[12],"number":[13,202],"resources":[15,67,113,204],"(virtual":[16],"machines":[17],"or":[18],"VMs)":[19],"rent":[21],"terms":[23,196],"both":[25,70],"performance":[26],"and":[27,63,78,103,111,137,173,191,200],"cost.":[28],"Such":[29],"a":[30,122],"becomes":[32],"greater":[33],"if":[34],"application":[36,138],"requires":[37],"run":[39],"across":[40],"multiple":[41],"resources.":[42],"In":[43,181],"this":[44,84],"paper,":[45],"we":[46,86],"address":[47],"problem":[49],"scheduling":[51,80],"scientific":[52,154],"workflow":[53,106,169],"applications.":[54],"The":[55],"structure":[56],"workflows,":[58],"dictated":[59],"by":[60,188],"precedence/data":[61],"dependencies,":[62],"diversity":[65],"at":[71],"large":[72],"scale":[73],"make":[74],"resource":[76,101,136,151],"provisioning":[77,152],"task":[79],"very":[81],"complex.":[82],"To":[83],"end,":[85],"design":[87],"Resource":[89],"Demand":[90],"Aware":[91],"Scheduling":[92],"(RDAS)":[93],"algorithm":[94],"that":[95,126],"schedules":[96],"workflows":[97,110],"based":[98],"on":[99,157,193],"their":[100,127],"demands":[102],"priorities":[104],"considering":[105],"structure.":[107],"RDAS":[108,134,161,183],"partitions":[109,120],"allocates":[112],"possibly":[115],"different":[116],"capacities/types":[117],"\u201cfair\u201d":[123],"manner":[124],"such":[125],"execution":[128],"times":[129],"do":[130],"not":[131],"vary":[132],"significantly.":[133],"turns":[135],"heterogeneity":[139],"(a":[140],"hindering":[142],"factor":[143],"clouds)":[145],"into":[146],"an":[147],"opportunity":[148],"for":[149,153],"optimizing":[150],"workflows.":[155],"Based":[156],"our":[158],"experimental":[159],"results,":[160],"demonstrates":[162],"its":[163],"capacity":[164],"minimizing":[166,176],"overall":[168],"completion":[170],"time":[171],"(makespan)":[172],"turn":[175],"costs":[177],"execution.":[180],"particular,":[182],"outperforms":[184],"three":[185],"existing":[186],"algorithms":[187],"22%,":[189],"13%":[190],"33%,":[192],"average,":[194],"makespan,":[198],"cost":[199],"used,":[205],"respectively.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}