{"id":"https://openalex.org/W2964115256","doi":"https://doi.org/10.1109/tii.2019.2905659","title":"A Time-Driven Data Placement Strategy for a Scientific Workflow Combining Edge Computing and Cloud Computing","display_name":"A Time-Driven Data Placement Strategy for a Scientific Workflow Combining Edge Computing and Cloud Computing","publication_year":2019,"publication_date":"2019-03-18","ids":{"openalex":"https://openalex.org/W2964115256","doi":"https://doi.org/10.1109/tii.2019.2905659","mag":"2964115256"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2019.2905659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2905659","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10251/188453","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":true,"raw_author_name":"Bing Lin","raw_affiliation_strings":["College of Physics and Energy, Fujian Normal University, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0001-5874-4748","affiliations":[{"raw_affiliation_string":"College of Physics and Energy, Fujian Normal University, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026057161","display_name":"Fangning Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210142126","display_name":"Jiangsu Provincial Key Laboratory of Network and Information Security","ror":"https://ror.org/03jan5912","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142126"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangning Zhu","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China","institution_ids":["https://openalex.org/I4210142126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034695215","display_name":"Jianshan Zhang","orcid":"https://orcid.org/0000-0002-3006-1328"},"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":"Jianshan Zhang","raw_affiliation_strings":["College of Physics and Energy, Fujian Normal University, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Physics and Energy, Fujian Normal University, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101676577","display_name":"Jiaqing Chen","orcid":"https://orcid.org/0000-0002-3810-2198"},"institutions":[{"id":"https://openalex.org/I4210142126","display_name":"Jiangsu Provincial Key Laboratory of Network and Information Security","ror":"https://ror.org/03jan5912","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142126"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqing Chen","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-3810-2198","affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China","institution_ids":["https://openalex.org/I4210142126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371774","display_name":"Xing Chen","orcid":"https://orcid.org/0000-0001-9641-3528"},"institutions":[{"id":"https://openalex.org/I4210142126","display_name":"Jiangsu Provincial Key Laboratory of Network and Information Security","ror":"https://ror.org/03jan5912","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210142126"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Chen","raw_affiliation_strings":["Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9641-3528","affiliations":[{"raw_affiliation_string":"Fujian Provincial Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China","institution_ids":["https://openalex.org/I4210142126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103216531","display_name":"Naixue Xiong","orcid":"https://orcid.org/0000-0002-0394-4635"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Naixue N. Xiong","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-0394-4635","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061267204","display_name":"Jaime Lloret","orcid":"https://orcid.org/0000-0002-0862-0533"},"institutions":[{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jaime Lloret Mauri","raw_affiliation_strings":["Polytechnic University of Valencia, Valencia, Spain"],"raw_orcid":"https://orcid.org/0000-0002-0862-0533","affiliations":[{"raw_affiliation_string":"Polytechnic University of Valencia, Valencia, Spain","institution_ids":["https://openalex.org/I60053951"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083015892"],"corresponding_institution_ids":["https://openalex.org/I111753288"],"apc_list":null,"apc_paid":null,"fwci":26.5567,"has_fulltext":false,"cited_by_count":231,"citation_normalized_percentile":{"value":0.99742143,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"15","issue":"7","first_page":"4254","last_page":"4265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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":0.9984999895095825,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9884999990463257,"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/cloud-computing","display_name":"Cloud computing","score":0.8182350993156433},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937110662460327},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6558880805969238},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6467077732086182},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.6393528580665588},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5879654884338379},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.5345631837844849},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.42746275663375854},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4256693422794342},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42298731207847595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21959057450294495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16724523901939392},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10646221041679382},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07196551561355591}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8182350993156433},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937110662460327},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6558880805969238},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6467077732086182},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.6393528580665588},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5879654884338379},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.5345631837844849},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.42746275663375854},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4256693422794342},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42298731207847595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21959057450294495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16724523901939392},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10646221041679382},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07196551561355591},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tii.2019.2905659","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2019.2905659","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"},{"id":"pmh:oai:riunet.upv.es:10251/188453","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/188453","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:riunet.upv.es:10251/188453","is_oa":true,"landing_page_url":"http://hdl.handle.net/10251/188453","pdf_url":null,"source":{"id":"https://openalex.org/S4306401500","display_name":"RiuNet (Politechnical University of Valencia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60053951","host_organization_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","host_organization_lineage":["https://openalex.org/I60053951"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G6784162596","display_name":null,"funder_award_id":"2019J01061386","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1245605768","https://openalex.org/W1579855651","https://openalex.org/W1750373085","https://openalex.org/W1970979311","https://openalex.org/W1998082182","https://openalex.org/W2085350204","https://openalex.org/W2088723799","https://openalex.org/W2129861682","https://openalex.org/W2152195021","https://openalex.org/W2277471128","https://openalex.org/W2326527536","https://openalex.org/W2338665915","https://openalex.org/W2343550300","https://openalex.org/W2374305858","https://openalex.org/W2382640986","https://openalex.org/W2466440336","https://openalex.org/W2526174145","https://openalex.org/W2566389696","https://openalex.org/W2597963553","https://openalex.org/W2765798877","https://openalex.org/W2773571209","https://openalex.org/W2786070938","https://openalex.org/W2789499357","https://openalex.org/W2791512297","https://openalex.org/W2791817924","https://openalex.org/W2802445149","https://openalex.org/W2883483151","https://openalex.org/W2899430309","https://openalex.org/W2931293404","https://openalex.org/W2964115256","https://openalex.org/W3003064026","https://openalex.org/W6649947112"],"related_works":["https://openalex.org/W2595172197","https://openalex.org/W2084856301","https://openalex.org/W2127970246","https://openalex.org/W2885125400","https://openalex.org/W1989889224","https://openalex.org/W4382618745","https://openalex.org/W1973775000","https://openalex.org/W2748922771","https://openalex.org/W1987128138","https://openalex.org/W2743976221"],"abstract_inverted_index":{"Compared":[0],"to":[1,16,73,84,118,183],"traditional":[2,189],"distributed":[3],"computing":[4,10,43,80,83,141,232],"environments":[5],"such":[6,154],"as":[7,155],"grids,":[8],"cloud":[9,82,143,234],"provides":[11],"a":[12,23,63,71,104,128],"more":[13],"cost-effective":[14],"way":[15],"deploy":[17],"scientific":[18,24,56,90,129],"workflows.":[19],"Each":[20],"task":[21],"of":[22,77,89,136,162,169,177,188,198],"workflow":[25,57,228],"requires":[26],"several":[27],"large":[28],"datasets":[29],"that":[30,212],"are":[31],"located":[32],"in":[33,37,65],"different":[34,99],"datacenters,":[35,159,164],"resulting":[36],"serious":[38],"data":[39,46,87,95,121,126,137,205,214,224],"transmission":[40,47,96,122,152,206,225],"delays.":[41],"Edge":[42],"reduces":[44],"the":[45,51,75,86,94,120,134,149,156,160,166,178,185,196,204,213,223],"delays":[48],"and":[49,81,92,142,165,174,201,233],"supports":[50],"fixed":[52],"storing":[53],"manner":[54],"for":[55,127],"private":[58],"datasets,":[59],"but":[60],"there":[61],"is":[62,70],"bottleneck":[64],"its":[66],"storage":[67,167],"capacity.":[68],"It":[69],"challenge":[72],"combine":[74],"advantages":[76],"both":[78],"edge":[79,140,163,170,231],"rationalize":[85],"placement":[88,138,215],"workflow,":[91],"optimize":[93,119],"time":[97,123,226],"across":[98],"datacenters.":[100,171],"In":[101,145],"this":[102],"study,":[103],"self-adaptive":[105],"discrete":[106],"particle":[107,190],"swarm":[108,191],"optimization":[109,192],"algorithm":[110,113,180],"with":[111],"genetic":[112,179],"operators":[114,176],"(GA-DPSO)":[115],"was":[116],"proposed":[117],"when":[124],"placing":[125],"workflow.":[130],"This":[131],"approach":[132],"considered":[133,148],"characteristics":[135],"combining":[139,230],"computing.":[144,235],"addition,":[146],"it":[147],"factors":[150],"impacting":[151],"delay,":[153],"bandwidth":[157],"between":[158],"number":[161],"capacity":[168],"The":[172,208],"crossover":[173],"mutation":[175],"were":[181],"adopted":[182],"avoid":[184],"premature":[186],"convergence":[187],"algorithm,":[193],"which":[194],"enhanced":[195],"diversity":[197],"population":[199],"evolution":[200],"effectively":[202,221],"reduced":[203],"time.":[207],"experimental":[209],"results":[210],"show":[211],"strategy":[216],"based":[217],"on":[218],"GA-DPSO":[219],"can":[220],"reduce":[222],"during":[227],"execution":[229]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":37},{"year":2022,"cited_by_count":46},{"year":2021,"cited_by_count":63},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":14}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
