{"id":"https://openalex.org/W3192321146","doi":"https://doi.org/10.1109/icc42927.2021.9500489","title":"Workflow Scheduling in Clouds using Pareto Dominance for Makespan, Cost and Energy","display_name":"Workflow Scheduling in Clouds using Pareto Dominance for Makespan, Cost and Energy","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3192321146","doi":"https://doi.org/10.1109/icc42927.2021.9500489","mag":"3192321146"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","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/A5070984679","display_name":"Huda Alrammah","orcid":"https://orcid.org/0000-0002-4014-8507"},"institutions":[{"id":"https://openalex.org/I169615421","display_name":"Middle Tennessee State University","ror":"https://ror.org/02n1hzn07","country_code":"US","type":"education","lineage":["https://openalex.org/I169615421"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Huda Alrammah","raw_affiliation_strings":["Department of Computer Science, Middle Tennessee State University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Middle Tennessee State University","institution_ids":["https://openalex.org/I169615421"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102795166","display_name":"Yi Gu","orcid":"https://orcid.org/0000-0002-2320-5848"},"institutions":[{"id":"https://openalex.org/I169615421","display_name":"Middle Tennessee State University","ror":"https://ror.org/02n1hzn07","country_code":"US","type":"education","lineage":["https://openalex.org/I169615421"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Gu","raw_affiliation_strings":["Department of Computer Science, Middle Tennessee State University"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Middle Tennessee State University","institution_ids":["https://openalex.org/I169615421"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070984679"],"corresponding_institution_ids":["https://openalex.org/I169615421"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16240069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"70","issue":null,"first_page":"1","last_page":"6"},"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":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9962999820709229,"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":0.7706875205039978},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7188858985900879},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.652061402797699},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.640356719493866},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5604800581932068},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5600113272666931},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5501145720481873},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4990558624267578},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.46729472279548645},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4591291844844818},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.45343226194381714},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.23836851119995117},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.22192290425300598},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17467671632766724},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08506333827972412},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.08210012316703796},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07867252826690674}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7706875205039978},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7188858985900879},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.652061402797699},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.640356719493866},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5604800581932068},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5600113272666931},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5501145720481873},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4990558624267578},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.46729472279548645},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4591291844844818},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.45343226194381714},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.23836851119995117},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.22192290425300598},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17467671632766724},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08506333827972412},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.08210012316703796},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07867252826690674},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc42927.2021.9500489","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500489","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1994824641","https://openalex.org/W1997188340","https://openalex.org/W2016761639","https://openalex.org/W2064949611","https://openalex.org/W2069438677","https://openalex.org/W2093752441","https://openalex.org/W2125262761","https://openalex.org/W2126105956","https://openalex.org/W2139469116","https://openalex.org/W2148325535","https://openalex.org/W2149294210","https://openalex.org/W2156927844","https://openalex.org/W2157825676","https://openalex.org/W2327866891","https://openalex.org/W2329288556","https://openalex.org/W2523245681","https://openalex.org/W2581327637","https://openalex.org/W2612118700","https://openalex.org/W2764796714","https://openalex.org/W2783939240","https://openalex.org/W2805695339","https://openalex.org/W2888982171","https://openalex.org/W2898726528","https://openalex.org/W4232294174","https://openalex.org/W6737303935","https://openalex.org/W6754062546"],"related_works":["https://openalex.org/W2017432143","https://openalex.org/W1973694374","https://openalex.org/W2983574358","https://openalex.org/W2370475531","https://openalex.org/W4385924768","https://openalex.org/W4256551238","https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W2610550183","https://openalex.org/W2258161702"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,5],"is":[2,72],"a":[3,27,93,144],"suitable":[4],"paradigm":[6],"that":[7],"delivers":[8],"scalable":[9],"resources":[10,51,69,124],"for":[11,36,75,107],"big":[12],"data":[13],"sciences":[14],"to":[15,44,54,64,113,122,125],"support":[16],"ever-increasing":[17],"scientific":[18,116],"applications.":[19],"However,":[20],"it":[21],"has":[22],"become":[23],"more":[24],"challenging":[25],"with":[26,118,143],"massive":[28],"and":[29,39,48,101,110,132],"heterogeneous":[30],"pool":[31],"of":[32,50,58],"resources,":[33],"which":[34],"calls":[35],"an":[37],"efficient":[38],"effective":[40],"resource":[41,78],"provisioning":[42],"strategy":[43],"decide":[45],"the":[46,68,140],"number":[47],"type":[49],"in":[52,70,152],"order":[53],"meet":[55],"certain":[56],"quality":[57],"service":[59],"(QoS)":[60],"requirements.":[61],"Moreover,":[62],"when":[63],"lease":[65],"or":[66],"release":[67],"clouds":[71],"also":[73],"crucial":[74],"maximizing":[76],"overall":[77],"utilization,":[79],"reducing":[80],"energy":[81,133],"consumption":[82],"as":[83,85],"well":[84],"monetary":[86,130],"cost.":[87],"In":[88,135],"this":[89],"work,":[90],"we":[91],"propose":[92],"novel":[94],"heuristic":[95],"algorithm":[96],"based":[97],"on":[98],"genetic":[99],"operators":[100],"non-dominance":[102],"sorting,":[103],"named":[104],"Pareto":[105],"Dominance":[106],"Makespan,":[108],"Cost":[109],"Energy":[111],"(PDMCE),":[112],"efficiently":[114],"assign":[115],"workflows":[117],"intricate":[119],"inter-task":[120],"dependencies":[121],"cloud":[123],"reduce":[126],"total":[127],"execution":[128],"time,":[129],"cost,":[131],"consumption.":[134],"our":[136],"experiments,":[137],"PDMCE":[138],"demonstrates":[139],"best":[141],"performance":[142],"smaller":[145],"computational":[146],"time":[147],"among":[148],"all":[149],"three":[150],"algorithms":[151],"comparison.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}