{"id":"https://openalex.org/W3212518961","doi":"https://doi.org/10.1109/mnet.101.2100054","title":"Intelligence-Empowered Mobile Edge Computing: Framework, Issues, Implementation, and Outlook","display_name":"Intelligence-Empowered Mobile Edge Computing: Framework, Issues, Implementation, and Outlook","publication_year":2021,"publication_date":"2021-09-01","ids":{"openalex":"https://openalex.org/W3212518961","doi":"https://doi.org/10.1109/mnet.101.2100054","mag":"3212518961"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.101.2100054","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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5010999540","display_name":"Kai Jiang","orcid":"https://orcid.org/0000-0002-5706-7834"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Jiang","raw_affiliation_strings":["China Three Gorges University, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060465361","display_name":"Chuan Sun","orcid":"https://orcid.org/0000-0002-5512-687X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Sun","raw_affiliation_strings":["Chongqing University, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049807322","display_name":"Huan Zhou","orcid":"https://orcid.org/0000-0003-4007-7224"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Zhou","raw_affiliation_strings":["China Three Gorges University, China"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413431","display_name":"Xiuhua Li","orcid":"https://orcid.org/0000-0001-9041-0297"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuhua Li","raw_affiliation_strings":["Chongqing University, China"],"affiliations":[{"raw_affiliation_string":"Chongqing University, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061453937","display_name":"Mianxiong Dong","orcid":"https://orcid.org/0000-0002-2788-3451"},"institutions":[{"id":"https://openalex.org/I41725924","display_name":"Muroran Institute of Technology","ror":"https://ror.org/04rymkk69","country_code":"JP","type":"education","lineage":["https://openalex.org/I41725924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mianxiong Dong","raw_affiliation_strings":["Muroran Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Muroran Institute of Technology, China","institution_ids":["https://openalex.org/I41725924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035919267","display_name":"Victor C. M. Leung","orcid":"https://orcid.org/0000-0003-3529-2640"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Victor C. M. Leung","raw_affiliation_strings":["Shenzhen University, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.355,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.999938,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"35","issue":"5","first_page":"74","last_page":"82"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"Internet of Things and Edge Computing","score":0.9997,"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":"Internet of Things and Edge Computing","score":0.9997,"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/T11478","display_name":"Content-Centric Networking for Information Delivery","score":0.9964,"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":"Optimizing Information Freshness in Communication Networks","score":0.9932,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge Computing","score":0.639178},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile Edge Computing","score":0.631657},{"id":"https://openalex.org/keywords/edge-caching","display_name":"Edge Caching","score":0.582967},{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog Computing","score":0.515678},{"id":"https://openalex.org/keywords/cognitive-computing","display_name":"Cognitive computing","score":0.5001373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7680532},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5336647},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.52014333},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.50996196},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5095456},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.50657713},{"id":"https://openalex.org/C92298750","wikidata":"https://www.wikidata.org/wiki/Q17008161","display_name":"Cognitive computing","level":3,"score":0.5001373},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.49751714},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.47100344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45525512},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.38731778},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.38553643},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/mnet.101.2100054","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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"62172255,61872221"}],"datasets":[],"versions":[],"referenced_works_count":16,"referenced_works":["https://openalex.org/W2009708702","https://openalex.org/W2603810864","https://openalex.org/W2751904527","https://openalex.org/W2803421549","https://openalex.org/W2806446964","https://openalex.org/W2898035736","https://openalex.org/W2947829929","https://openalex.org/W2950865323","https://openalex.org/W2955535572","https://openalex.org/W2971544482","https://openalex.org/W3010109240","https://openalex.org/W3012316639","https://openalex.org/W3013525469","https://openalex.org/W3034606981","https://openalex.org/W3047266715","https://openalex.org/W3105886168"],"related_works":["https://openalex.org/W4386004629","https://openalex.org/W4324372666","https://openalex.org/W4309971077","https://openalex.org/W4286507868","https://openalex.org/W4225706866","https://openalex.org/W3135486588","https://openalex.org/W2979760315","https://openalex.org/W2956163139","https://openalex.org/W2955945313","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Recently,":[0],"artificial":[1],"intelligence":[2,52],"(AI)":[3],"is":[4,84],"undergoing":[5],"a":[6,95,103,117,160],"sustained":[7],"success":[8],"renaissance":[9],"as":[10],"it":[11],"can":[12,56],"substantially":[13],"improve":[14],"networks'":[15],"cognitive":[16],"performance":[17],"and":[18,41,66,127,138,151,164,170],"intelligence,":[19],"thereby":[20],"contributing":[21],"to":[22,34,46,62,93,172,188],"fully":[23],"unleashing":[24],"the":[25,31,35,58,63,79,109,133,145,182],"potential":[26,177],"of":[27,82,98,120,148,168,184],"big":[28],"data.":[29],"Pushing":[30],"AI":[32],"frontiers":[33],"network":[36],"edge":[37,51,64],"in":[38,86,136,153],"this":[39,90,99],"context":[40],"trends":[42],"has":[43],"given":[44],"rise":[45],"an":[47],"emerging":[48],"interdiscipline,":[49],"namely,":[50],"(EI).":[53],"Indeed,":[54],"EI":[55,83,154,169,185],"sink":[57],"cloud's":[59],"processing":[60],"capabilities":[61],"side,":[65],"provide":[67,94],"real-time":[68],"response":[69],"while":[70],"enabling":[71],"more":[72],"intelligent":[73],"services":[74],"with":[75],"high":[76],"performance.":[77],"However,":[78],"successful":[80],"realization":[81],"still":[85],"its":[87,123,165],"infancy.":[88],"Thus,":[89],"article":[91],"aims":[92],"comprehensive":[96],"study":[97],"young":[100],"field":[101],"from":[102,186],"broader":[104],"perspective.":[105],"We":[106],"first":[107],"discuss":[108,139,159],"prior":[110],"knowledge":[111],"based":[112],"on":[113,175],"which":[114,179],"we":[115,131,158],"take":[116],"holistic":[118],"overview":[119],"EI,":[121,137],"including":[122],"key":[124],"concepts,":[125],"advantages,":[126],"development":[128],"trend.":[129],"Then":[130],"highlight":[132],"collaboration":[134],"modes":[135],"two":[140],"typical":[141,161],"case":[142],"categories.":[143],"Subsequently,":[144],"entire":[146],"processes":[147],"model":[149],"training":[150],"inference":[152],"are":[155],"elaborated.":[156],"Finally,":[157],"application":[162],"scenario":[163],"specific":[166],"embodiment":[167],"strive":[171],"shed":[173],"light":[174],"some":[176],"challenges,":[178],"may":[180],"facilitate":[181],"transformation":[183],"theory":[187],"practice.":[189]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3212518961","counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":1}],"updated_date":"2024-11-06T04:05:48.584690","created_date":"2021-11-22"}
