{"id":"https://openalex.org/W3036568639","doi":"https://doi.org/10.1080/00207543.2020.1779371","title":"A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing","display_name":"A cloud edge-based two-level hybrid scheduling learning model in cloud manufacturing","publication_year":2020,"publication_date":"2020-06-17","ids":{"openalex":"https://openalex.org/W3036568639","doi":"https://doi.org/10.1080/00207543.2020.1779371","mag":"3036568639"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2020.1779371","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1779371","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-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/A5084306215","display_name":"Chengfeng Jian","orcid":"https://orcid.org/0000-0002-5231-690X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengfeng Jian","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5231-690X","affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054031448","display_name":"Jing Ping","orcid":"https://orcid.org/0000-0002-7119-3730"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Ping","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034109008","display_name":"Meiyu Zhang","orcid":"https://orcid.org/0000-0003-4634-6800"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyu Zhang","raw_affiliation_strings":["Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People\u2019s Republic of China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Computer Science and Technology College, Zhejiang University of Technology, Hangzhou, People's Republic of China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084306215"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":5.2401,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.95638126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"59","issue":"16","first_page":"4836","last_page":"4850"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.986299991607666,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.753871738910675},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6933241486549377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6762575507164001},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6094088554382324},{"id":"https://openalex.org/keywords/cloud-manufacturing","display_name":"Cloud manufacturing","score":0.6075187921524048},{"id":"https://openalex.org/keywords/two-level-scheduling","display_name":"Two-level scheduling","score":0.5207595825195312},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.515342652797699},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4828110635280609},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4771415889263153},{"id":"https://openalex.org/keywords/round-robin-scheduling","display_name":"Round-robin scheduling","score":0.4617801606655121},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.4355802834033966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3497079610824585},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33353692293167114},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2183925211429596},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19350850582122803},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1027657687664032},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.09795182943344116},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.0911652147769928},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0901881754398346}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.753871738910675},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6933241486549377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762575507164001},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6094088554382324},{"id":"https://openalex.org/C2778819808","wikidata":"https://www.wikidata.org/wiki/Q5135707","display_name":"Cloud manufacturing","level":3,"score":0.6075187921524048},{"id":"https://openalex.org/C119948110","wikidata":"https://www.wikidata.org/wiki/Q7858726","display_name":"Two-level scheduling","level":4,"score":0.5207595825195312},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.515342652797699},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4828110635280609},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4771415889263153},{"id":"https://openalex.org/C175893541","wikidata":"https://www.wikidata.org/wiki/Q1196582","display_name":"Round-robin scheduling","level":4,"score":0.4617801606655121},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.4355802834033966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3497079610824585},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33353692293167114},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2183925211429596},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19350850582122803},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1027657687664032},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.09795182943344116},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0911652147769928},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0901881754398346},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2020.1779371","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1779371","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:59:y:2021:i:16:p:4836-4850","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2020.1779371","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/8","score":0.4000000059604645,"display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G3691737108","display_name":null,"funder_award_id":"No. 61672461 and No.\u00a061672463","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W287415077","https://openalex.org/W1689711448","https://openalex.org/W2294761750","https://openalex.org/W2338873322","https://openalex.org/W2729179546","https://openalex.org/W2747092504","https://openalex.org/W2772492580","https://openalex.org/W2790265691","https://openalex.org/W2792071139","https://openalex.org/W2884288297","https://openalex.org/W2892614094","https://openalex.org/W2898279621","https://openalex.org/W2899026724","https://openalex.org/W2900225706","https://openalex.org/W2906687478","https://openalex.org/W2908595264","https://openalex.org/W2910683613","https://openalex.org/W2915365748","https://openalex.org/W2917048035","https://openalex.org/W2917153503","https://openalex.org/W2943010023","https://openalex.org/W2944507164","https://openalex.org/W2945482280","https://openalex.org/W2979650406","https://openalex.org/W3151076185","https://openalex.org/W4248245878","https://openalex.org/W4251158116"],"related_works":["https://openalex.org/W2184166483","https://openalex.org/W2225350526","https://openalex.org/W1545991362","https://openalex.org/W4386128920","https://openalex.org/W2372008037","https://openalex.org/W4386580182","https://openalex.org/W4386764057","https://openalex.org/W2397293317","https://openalex.org/W2106332846","https://openalex.org/W2978148977"],"abstract_inverted_index":{"In":[0,95],"the":[1,45,56,63,92,131,135,151,165,168],"Industry":[2],"4.0,":[3],"edge":[4,42],"industrial":[5],"services":[6,11,22],"such":[7],"as":[8],"smart":[9,16],"robotic":[10],"are":[12,44,52,182],"widely":[13],"used":[14],"in":[15,172],"factory.":[17],"The":[18,31],"workflow":[19],"of":[20,25,91,150,167],"these":[21],"mainly":[23],"consists":[24],"task":[26],"decomposition":[27],"and":[28,38,74,120,138,180],"resource":[29],"allocation.":[30],"long":[32,137],"scheduling":[33,65,77,93,103,115,133,154],"time,":[34],"high":[35],"communication":[36],"delay":[37],"load":[39],"imbalance":[40],"among":[41],"nodes":[43],"challenging":[46],"problems.":[47],"Traditional":[48],"cloud":[49,99,169],"manufacturing":[50,170],"platforms":[51],"difficult":[53],"to":[54,67,87,130],"meet":[55],"new":[57],"requirements.":[58],"It":[59],"is":[60,106,125,144],"hard":[61],"for":[62,147],"existing":[64],"methods":[66],"maintain":[68],"a":[69,84,98],"balance":[70],"between":[71],"algorithm":[72,116],"complexity":[73],"performance.":[75],"Training":[76],"data":[78],"by":[79],"deep":[80],"learning":[81,104,161],"has":[82],"become":[83],"feasible":[85],"method":[86],"achieve":[88],"fast":[89,148],"prediction":[90,149],"results.":[94,155],"this":[96],"paper,":[97],"edge-based":[100],"two-level":[101],"hybrid":[102],"model":[105,143,162],"put":[107,145],"forward":[108,146],"at":[109],"first.":[110],"Then":[111],"an":[112],"improved":[113,136],"bat":[114],"with":[117],"interference":[118],"factors":[119],"variable":[121],"step":[122],"size":[123],"(VSSBA)":[124],"proposed.":[126],"And":[127],"then,":[128],"according":[129],"historical":[132],"data,":[134],"short-term":[139],"memory":[140],"networks":[141],"(LSTM)":[142],"cloud-edge":[152],"collaborative":[153],"Experiments":[156],"show":[157],"that":[158],"our":[159],"proposed":[160],"can":[163],"improve":[164],"performance":[166],"platform":[171],"real-life":[173],"applications":[174],"efficiently.":[175],"Finally,":[176],"future":[177],"research":[178],"issues":[179],"challenges":[181],"identified.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}