{"id":"https://openalex.org/W3133769988","doi":"https://doi.org/10.1186/s13677-020-00219-1","title":"Multi-objective workflow optimization strategy (MOWOS) for cloud computing","display_name":"Multi-objective workflow optimization strategy (MOWOS) for cloud computing","publication_year":2021,"publication_date":"2021-01-28","ids":{"openalex":"https://openalex.org/W3133769988","doi":"https://doi.org/10.1186/s13677-020-00219-1","mag":"3133769988"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-020-00219-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00219-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00219-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00219-1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082486419","display_name":"J. Kok Konjaang","orcid":"https://orcid.org/0000-0001-7047-7339"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"J. Kok Konjaang","raw_affiliation_strings":["University College Dublin, School of Computer Science, Dublin, Ireland"],"raw_orcid":"https://orcid.org/0000-0001-7047-7339","affiliations":[{"raw_affiliation_string":"University College Dublin, School of Computer Science, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034248951","display_name":"Lina Xu","orcid":"https://orcid.org/0000-0003-3255-5396"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Lina Xu","raw_affiliation_strings":["University College Dublin, School of Computer Science, Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College Dublin, School of Computer Science, Dublin, Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5082486419"],"corresponding_institution_ids":["https://openalex.org/I100930933"],"apc_list":{"value":1490,"currency":"USD","value_usd":1490},"apc_paid":{"value":1490,"currency":"USD","value_usd":1490},"fwci":12.1483,"has_fulltext":true,"cited_by_count":62,"citation_normalized_percentile":{"value":0.98513594,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"10","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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"}},"topics":[{"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/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/T11986","display_name":"Scientific Computing and Data Management","score":0.9983999729156494,"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/computer-science","display_name":"Computer science","score":0.8938637971878052},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.8658372163772583},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7685591578483582},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7323163747787476},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.671611487865448},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6488903760910034},{"id":"https://openalex.org/keywords/workflow-management-system","display_name":"Workflow management system","score":0.5422486066818237},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.467363566160202},{"id":"https://openalex.org/keywords/workflow-technology","display_name":"Workflow technology","score":0.4632803797721863},{"id":"https://openalex.org/keywords/execution-time","display_name":"Execution time","score":0.4311191439628601},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2609134316444397},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15123823285102844},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11696261167526245}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8938637971878052},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.8658372163772583},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7685591578483582},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7323163747787476},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.671611487865448},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6488903760910034},{"id":"https://openalex.org/C140824633","wikidata":"https://www.wikidata.org/wiki/Q2808660","display_name":"Workflow management system","level":3,"score":0.5422486066818237},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.467363566160202},{"id":"https://openalex.org/C19612761","wikidata":"https://www.wikidata.org/wiki/Q8034836","display_name":"Workflow technology","level":3,"score":0.4632803797721863},{"id":"https://openalex.org/C2989134064","wikidata":"https://www.wikidata.org/wiki/Q288510","display_name":"Execution time","level":2,"score":0.4311191439628601},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2609134316444397},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15123823285102844},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11696261167526245},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","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":2,"locations":[{"id":"doi:10.1186/s13677-020-00219-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00219-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00219-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e4687b974199446cbfc265c46ace9960","is_oa":true,"landing_page_url":"https://doaj.org/article/e4687b974199446cbfc265c46ace9960","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 10, Iss 1, Pp 1-19 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-020-00219-1","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00219-1","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00219-1","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320858","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3133769988.pdf","grobid_xml":"https://content.openalex.org/works/W3133769988.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W1120107613","https://openalex.org/W1843484312","https://openalex.org/W1986421100","https://openalex.org/W1998082182","https://openalex.org/W2007390781","https://openalex.org/W2011039300","https://openalex.org/W2028351695","https://openalex.org/W2041430193","https://openalex.org/W2045287414","https://openalex.org/W2056441794","https://openalex.org/W2058192020","https://openalex.org/W2078962046","https://openalex.org/W2084598929","https://openalex.org/W2090244259","https://openalex.org/W2117232794","https://openalex.org/W2128633476","https://openalex.org/W2129666400","https://openalex.org/W2130062566","https://openalex.org/W2139469116","https://openalex.org/W2208056519","https://openalex.org/W2218919311","https://openalex.org/W2264711506","https://openalex.org/W2281121454","https://openalex.org/W2283904270","https://openalex.org/W2310512429","https://openalex.org/W2339254261","https://openalex.org/W2507363050","https://openalex.org/W2523245681","https://openalex.org/W2526174145","https://openalex.org/W2529484876","https://openalex.org/W2532733630","https://openalex.org/W2547127580","https://openalex.org/W2561389184","https://openalex.org/W2562873761","https://openalex.org/W2576076273","https://openalex.org/W2612531697","https://openalex.org/W2617748895","https://openalex.org/W2734595575","https://openalex.org/W2766496082","https://openalex.org/W2783519212","https://openalex.org/W2783625129","https://openalex.org/W2783939240","https://openalex.org/W2808076056","https://openalex.org/W2810678090","https://openalex.org/W2883024614","https://openalex.org/W2898726528","https://openalex.org/W2899003381","https://openalex.org/W2905059958","https://openalex.org/W2914349857","https://openalex.org/W2921589114","https://openalex.org/W2922301009","https://openalex.org/W2967207255","https://openalex.org/W2971411751","https://openalex.org/W2971544617","https://openalex.org/W2976852262","https://openalex.org/W2982143798","https://openalex.org/W2982206554","https://openalex.org/W2982433326","https://openalex.org/W3012150425","https://openalex.org/W3022884768","https://openalex.org/W3027999386","https://openalex.org/W3030070939","https://openalex.org/W3034735433","https://openalex.org/W3037632049","https://openalex.org/W3041773420"],"related_works":["https://openalex.org/W2391168633","https://openalex.org/W2385499106","https://openalex.org/W2035995658","https://openalex.org/W2376671203","https://openalex.org/W2375304607","https://openalex.org/W2049143847","https://openalex.org/W1574425962","https://openalex.org/W2354357087","https://openalex.org/W2353477037","https://openalex.org/W2387628393"],"abstract_inverted_index":{"Abstract":[0],"Workflow":[1,78],"scheduling":[2,12,33,74,104],"involves":[3],"mapping":[4],"large":[5,97,192],"tasks":[6,92,98,132,177,196,203,231],"onto":[7],"cloud":[8,35],"resources":[9,27],"to":[10,28,54,82,95,101,129,133,206,232],"improve":[11,29,222],"efficiency.":[13],"This":[14],"has":[15],"attracted":[16],"the":[17,30,45,148,186,207],"interest":[18],"of":[19,32,126,150,155,185],"many":[20],"researchers,":[21],"who":[22],"devoted":[23],"their":[24,103,136,234],"time":[25,50,141],"and":[26,49,69,87,113,142,170,172,193,200,221],"performance":[31,149,184],"in":[34,118,191,198],"computing.":[36],"However,":[37],"scientific":[38],"workflows":[39],"are":[40,47,116],"big":[41],"data":[42],"applications,":[43],"hence":[44],"executions":[46],"expensive":[48],"consuming.":[51],"In":[52],"order":[53],"address":[55],"this":[56],"issue,":[57],"we":[58],"have":[59,145,161],"extended":[60],"our":[61],"previous":[62],"work":[63],"\u201dCost":[64],"Optimised":[65],"Heuristic":[66],"Algorithm":[67],"(COHA)\u201d":[68],"presented":[70,117],"a":[71,139,153,179],"novel":[72],"workflow":[73,156,195,202],"algorithm":[75,188],"named":[76],"Multi-Objective":[77],"Optimization":[79],"Strategy":[80],"(MOWOS)":[81],"jointly":[83],"reduce":[84,102,213],"execution":[85,88],"cost":[86,214],"makespan.":[89],"MOWOS":[90,119,127,151,164],"employs":[91],"splitting":[93],"mechanism":[94],"split":[96],"into":[99],"sub-tasks":[100],"length.":[105],"Moreover,":[106],"two":[107],"new":[108],"algorithms":[109],"called":[110],"MaxVM":[111],"selection":[112,115],"MinVM":[114],"for":[120],"task":[121],"allocations.":[122],"The":[123,158,183],"design":[124],"purpose":[125],"is":[128],"enable":[130],"all":[131,230],"successfully":[134],"meet":[135,233],"deadlines":[137],"at":[138],"reduced":[140],"budget.":[143],"We":[144],"carefully":[146],"tested":[147],"with":[152,178],"list":[154],"inputs.":[157],"simulation":[159],"results":[160],"demonstrated":[162],"that":[163],"can":[165,211],"effectively":[166],"perform":[167],"VM":[168],"allocation":[169],"deployment,":[171],"well":[173],"handle":[174],"incoming":[175],"streaming":[176],"random":[180],"arriving":[181],"rate.":[182],"proposed":[187],"increases":[189],"significantly":[190],"extra-large":[194],"than":[197],"small":[199],"medium":[201],"when":[204],"compared":[205],"state-of-art":[208],"work.":[209],"It":[210],"greatly":[212],"by":[215,219,225],"8%,":[216],"minimize":[217],"makespan":[218],"10%":[220],"resource":[223],"utilization":[224],"53%,":[226],"while":[227],"also":[228],"allowing":[229],"deadlines.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
