{"id":"https://openalex.org/W2892978152","doi":"https://doi.org/10.1109/tnsm.2018.2872066","title":"Cost-Driven Scheduling for Deadline-Based Workflow Across Multiple Clouds","display_name":"Cost-Driven Scheduling for Deadline-Based Workflow Across Multiple Clouds","publication_year":2018,"publication_date":"2018-09-28","ids":{"openalex":"https://openalex.org/W2892978152","doi":"https://doi.org/10.1109/tnsm.2018.2872066","mag":"2892978152"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2018.2872066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2018.2872066","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/8576790/08476198.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://ieeexplore.ieee.org/ielx7/4275028/8576790/08476198.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100643723","display_name":"Wenzhong Guo","orcid":"https://orcid.org/0000-0003-4118-8823"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenzhong Guo","raw_affiliation_strings":["Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083015892","display_name":"Bing Lin","orcid":"https://orcid.org/0000-0001-5874-4748"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Lin","raw_affiliation_strings":["Fujian Provincial Collaborative Innovation Center for Optoelectronic Semiconductors and Efficient Devices, Fujian Normal University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Fujian Provincial Collaborative Innovation Center for Optoelectronic Semiconductors and Efficient Devices, Fujian Normal University, Xiamen, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100778693","display_name":"Guolong Chen","orcid":"https://orcid.org/0000-0003-4243-4782"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guolong Chen","raw_affiliation_strings":["Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100707846","display_name":"Yuzhong Chen","orcid":"https://orcid.org/0000-0001-7408-2684"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhong Chen","raw_affiliation_strings":["Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China"],"affiliations":[{"raw_affiliation_string":"Fujian Collaborative Innovation Center for Big Data Applications in Governments, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101890277","display_name":"Feng Liang","orcid":"https://orcid.org/0000-0002-8542-9871"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Feng Liang","raw_affiliation_strings":["Department of Computer Science, University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100643723"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":null,"apc_paid":null,"fwci":11.9238,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98526673,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"15","issue":"4","first_page":"1571","last_page":"1585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9962000250816345,"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":0.8611003160476685},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7791306972503662},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7064012885093689},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6940658092498779},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6239908337593079},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.5312459468841553},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4704424738883972},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.46480074524879456},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.4329673945903778},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.42287513613700867},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.24116969108581543},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13914847373962402},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13845840096473694},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09383395314216614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07376909255981445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8611003160476685},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7791306972503662},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7064012885093689},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6940658092498779},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6239908337593079},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.5312459468841553},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4704424738883972},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.46480074524879456},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.4329673945903778},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.42287513613700867},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.24116969108581543},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13914847373962402},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13845840096473694},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09383395314216614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07376909255981445},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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:10.1109/tnsm.2018.2872066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2018.2872066","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/8576790/08476198.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tnsm.2018.2872066","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2018.2872066","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/8576790/08476198.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1321117299","display_name":null,"funder_award_id":"61672159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1353530241","display_name":null,"funder_award_id":"U1705262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2457473277","display_name":null,"funder_award_id":"No. 61672159","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7033253288","display_name":null,"funder_award_id":"Grants","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2892978152.pdf","grobid_xml":"https://content.openalex.org/works/W2892978152.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1536085105","https://openalex.org/W1970275772","https://openalex.org/W1970494236","https://openalex.org/W1980995233","https://openalex.org/W1981332849","https://openalex.org/W1987325243","https://openalex.org/W1989208997","https://openalex.org/W1989384996","https://openalex.org/W1997478355","https://openalex.org/W1998082182","https://openalex.org/W2007783931","https://openalex.org/W2007877577","https://openalex.org/W2022501047","https://openalex.org/W2028351695","https://openalex.org/W2032728524","https://openalex.org/W2045305875","https://openalex.org/W2051046095","https://openalex.org/W2069463277","https://openalex.org/W2088723799","https://openalex.org/W2091765165","https://openalex.org/W2099389501","https://openalex.org/W2114583230","https://openalex.org/W2125314042","https://openalex.org/W2129339389","https://openalex.org/W2148598537","https://openalex.org/W2149294210","https://openalex.org/W2152195021","https://openalex.org/W2153657167","https://openalex.org/W2156812944","https://openalex.org/W2157362974","https://openalex.org/W2165299997","https://openalex.org/W2169741774","https://openalex.org/W2296381359","https://openalex.org/W2338665915","https://openalex.org/W2472963716","https://openalex.org/W2519938981","https://openalex.org/W2543580944","https://openalex.org/W2741827384","https://openalex.org/W2746566330","https://openalex.org/W2784158898","https://openalex.org/W3149814881","https://openalex.org/W4251797957","https://openalex.org/W6632025969","https://openalex.org/W6661573237"],"related_works":["https://openalex.org/W2347477706","https://openalex.org/W1943663474","https://openalex.org/W4299389082","https://openalex.org/W2306830238","https://openalex.org/W2110294633","https://openalex.org/W1829715381","https://openalex.org/W2962747841","https://openalex.org/W2014162767","https://openalex.org/W2630967916","https://openalex.org/W2392589811"],"abstract_inverted_index":{"With":[0],"the":[1,6,15,55,72,93,97,106,125,129,132],"development":[2],"of":[3,8,96,124],"cloud":[4,10,17,73],"computing,":[5],"coexistence":[7],"multiple":[9,31,45,87,143],"service":[11],"providers":[12],"appears":[13],"in":[14,54,71],"current":[16],"market.":[18],"Due":[19],"to":[20,38,91],"heterogeneous":[21],"instance":[22],"types,":[23],"different":[24],"bandwidths":[25],"and":[26,63,112,118,138,152],"various":[27],"price":[28],"models":[29],"among":[30],"clouds,":[32],"it":[33,157],"is":[34,147],"a":[35,40,65,78,82],"challenging":[36],"issue":[37],"schedule":[39],"deadline-constrained":[41,83],"scientific":[42,84],"workflow":[43,50,85,98],"across":[44,86,142],"clouds.":[46,88,144],"Existing":[47],"research":[48],"for":[49,81,134],"scheduling":[51,79],"are":[52,69],"mostly":[53],"traditional":[56],"distributed":[57],"computing":[58],"environment":[59],"(such":[60],"as":[61],"grid),":[62],"only":[64],"few":[66],"primal":[67],"contributions":[68],"made":[70],"environment.":[74],"This":[75],"paper":[76],"proposes":[77],"strategy":[80,104,130,146],"In":[89],"order":[90],"minimize":[92],"execution":[94],"cost":[95,137,141],"while":[99],"meeting":[100],"its":[101],"deadline,":[102],"our":[103],"utilizes":[105],"discrete":[107],"particle":[108],"swarm":[109],"optimization":[110],"technique,":[111],"adopts":[113],"randomly":[114,119],"two-point":[115],"crossover":[116],"operator":[117,123],"single":[120],"point":[121],"mutation":[122],"genetic":[126],"algorithm.":[127],"Besides,":[128],"optimizes":[131],"performance":[133],"both":[135],"computation":[136],"data":[139],"transfer":[140],"Our":[145],"evaluated":[148],"through":[149],"well-known":[150],"workflows,":[151],"experimental":[153],"results":[154],"show":[155],"that":[156],"performs":[158],"better":[159],"than":[160],"other":[161],"state-of-the-art":[162],"strategies.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}