{"id":"https://openalex.org/W2979987893","doi":"https://doi.org/10.1109/mnet.001.1800510","title":"AI-Enhanced Offloading in Edge Computing: When Machine Learning Meets Industrial IoT","display_name":"AI-Enhanced Offloading in Edge Computing: When Machine Learning Meets Industrial IoT","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2979987893","doi":"https://doi.org/10.1109/mnet.001.1800510","mag":"2979987893"},"language":"en","primary_location":{"id":"doi:10.1109/mnet.001.1800510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1800510","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","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/A5032266950","display_name":"Wen Sun","orcid":"https://orcid.org/0000-0001-7086-4910"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Sun","raw_affiliation_strings":["Northwestern Polytechnical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050448","display_name":"Jiajia Liu","orcid":"https://orcid.org/0000-0003-4273-8866"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajia Liu","raw_affiliation_strings":["Northwestern Polytechnical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058414087","display_name":"Yanlin Yue","orcid":"https://orcid.org/0000-0002-4995-8135"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlin Yue","raw_affiliation_strings":["Xidian University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xidian University","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":18.0993,"has_fulltext":false,"cited_by_count":218,"citation_normalized_percentile":{"value":0.99442648,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"5","first_page":"68","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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/T13553","display_name":"Age of Information Optimization","score":0.9865999817848206,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9800000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8474535942077637},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7862657904624939},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7815710306167603},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7472353577613831},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5056288242340088},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4879726767539978},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48661860823631287},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.46365365386009216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.39618247747421265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3732697069644928},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1509554386138916}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8474535942077637},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7862657904624939},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7815710306167603},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7472353577613831},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5056288242340088},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4879726767539978},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48661860823631287},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.46365365386009216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.39618247747421265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3732697069644928},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1509554386138916},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mnet.001.1800510","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.001.1800510","pdf_url":null,"source":{"id":"https://openalex.org/S186584794","display_name":"IEEE Network","issn_l":"0890-8044","issn":["0890-8044","1558-156X"],"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 Network","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W115533864","https://openalex.org/W2311303258","https://openalex.org/W2585345106","https://openalex.org/W2767151733","https://openalex.org/W2772526503","https://openalex.org/W2786070938","https://openalex.org/W2789896367","https://openalex.org/W2790602219","https://openalex.org/W2793925626","https://openalex.org/W2801937512","https://openalex.org/W2806298527","https://openalex.org/W2806813423","https://openalex.org/W2891768968","https://openalex.org/W2903362341","https://openalex.org/W2962788286","https://openalex.org/W6698518210"],"related_works":["https://openalex.org/W2995938785","https://openalex.org/W3154796165","https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4386004629","https://openalex.org/W4321606826","https://openalex.org/W2942586735"],"abstract_inverted_index":{"The":[0],"Industrial":[1],"Internet":[2],"of":[3,59,172],"Things":[4],"(IIoT)":[5],"enables":[6],"intelligent":[7,106],"industrial":[8],"operations":[9],"by":[10,85,94],"incorporating":[11],"artificial":[12],"intelligence":[13,37,50],"(AI)":[14],"and":[15,25,31,112,143],"big":[16],"data":[17],"technologies.":[18],"An":[19],"AI-enabled":[20],"framework":[21,126],"typically":[22],"requires":[23],"prompt":[24],"private":[26],"cloud-based":[27],"service":[28,66,82,130,135],"to":[29,53,148,156,167],"process":[30],"aggregate":[32],"manufacturing":[33],"data.":[34],"Thus,":[35],"integrating":[36],"into":[38],"edge":[39,49,55,73,86,111,149],"computing":[40,62,74,107,114,120],"is":[41,127,162],"without":[42],"doubt":[43],"a":[44,138],"promising":[45],"development":[46],"trend.":[47],"Nevertheless,":[48],"brings":[51],"heterogeneity":[52],"the":[54,78,91,119,146,169,173],"servers,":[56],"in":[57,72,100],"terms":[58],"not":[60],"only":[61],"capability,":[63],"but":[64],"also":[65],"accuracy.":[67],"Most":[68],"works":[69],"on":[70,76,118,164],"offloading":[71,125],"focus":[75],"finding":[77],"power-delay":[79],"trade-off,":[80],"ignoring":[81],"accuracy":[83,92,131,136],"provided":[84],"servers":[87,150],"as":[88,90,137],"well":[89],"required":[93],"IIoT":[95],"devices.":[96],"In":[97],"this":[98,101],"vein,":[99],"article":[102],"we":[103],"introduce":[104],"an":[105,122,153],"architecture":[108],"with":[109],"cooperative":[110],"cloud":[113],"for":[115,129],"IIoT.":[116],"Based":[117],"architecture,":[121],"AI":[123],"enhanced":[124],"proposed":[128,174],"maximization,":[132],"which":[133],"considers":[134],"new":[139],"metric":[140],"besides":[141],"delay,":[142],"intelligently":[144],"disseminates":[145],"traffic":[147],"or":[151],"through":[152],"appropriate":[154],"path":[155],"remote":[157],"cloud.":[158],"A":[159],"case":[160],"study":[161],"performed":[163],"transfer":[165],"learning":[166],"show":[168],"performance":[170],"gain":[171],"framework.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":48},{"year":2022,"cited_by_count":42},{"year":2021,"cited_by_count":38},{"year":2020,"cited_by_count":34},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
