{"id":"https://openalex.org/W3013557734","doi":"https://doi.org/10.1109/access.2020.2982411","title":"Deep Learning for Edge Computing Applications: A State-of-the-Art Survey","display_name":"Deep Learning for Edge Computing Applications: A State-of-the-Art Survey","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3013557734","doi":"https://doi.org/10.1109/access.2020.2982411","mag":"3013557734"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2982411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982411","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09044329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09044329.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101686970","display_name":"Fangxin Wang","orcid":"https://orcid.org/0000-0003-2559-045X"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Fangxin Wang","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376451","display_name":"Miao Zhang","orcid":"https://orcid.org/0000-0001-6126-6142"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Miao Zhang","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101720263","display_name":"Xiangxiang Wang","orcid":"https://orcid.org/0000-0001-7313-3873"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiangxiang Wang","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637757","display_name":"Xiaoqiang Ma","orcid":"https://orcid.org/0000-0001-9987-0329"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiang Ma","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039311485","display_name":"Jiangchuan Liu","orcid":"https://orcid.org/0000-0001-6592-1984"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jiangchuan Liu","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101686970"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":16.5072,"has_fulltext":true,"cited_by_count":238,"citation_normalized_percentile":{"value":0.99335516,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"58322","last_page":"58336"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9972000122070312,"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":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.7726420760154724},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.7382568717002869},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6927958726882935},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.6796373724937439},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.658543586730957},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6452159881591797},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5869682431221008},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5395322442054749},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48031800985336304},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.4282698333263397},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4131222069263458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3834875226020813},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3620966672897339},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.27982354164123535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7726420760154724},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.7382568717002869},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6927958726882935},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.6796373724937439},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.658543586730957},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6452159881591797},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5869682431221008},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5395322442054749},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48031800985336304},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.4282698333263397},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4131222069263458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3834875226020813},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3620966672897339},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.27982354164123535},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.2982411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982411","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09044329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0da4d3afec894869a2ed1ead896a324d","is_oa":true,"landing_page_url":"https://doaj.org/article/0da4d3afec894869a2ed1ead896a324d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 58322-58336 (2020)","raw_type":"article"},{"id":"pmh:oai:summit.sfu.ca:19901","is_oa":true,"landing_page_url":"http://summit.sfu.ca/item/19901","pdf_url":null,"source":{"id":"https://openalex.org/S4306400490","display_name":"Summit (Simon Fraser University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I18014758","host_organization_name":"Simon Fraser University","host_organization_lineage":["https://openalex.org/I18014758"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2982411","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2982411","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09044329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6700000166893005}],"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/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/G2165548363","display_name":null,"funder_award_id":"Canada","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G2702356746","display_name":null,"funder_award_id":"61702","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/G37568934","display_name":null,"funder_award_id":"Grant","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/G6201024728","display_name":null,"funder_award_id":"61702204","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"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013557734.pdf","grobid_xml":"https://content.openalex.org/works/W3013557734.grobid-xml"},"referenced_works_count":162,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W639708223","https://openalex.org/W1177360271","https://openalex.org/W1498436455","https://openalex.org/W1515851193","https://openalex.org/W1555291764","https://openalex.org/W1849277567","https://openalex.org/W1924770834","https://openalex.org/W1926090661","https://openalex.org/W1928215159","https://openalex.org/W1971901219","https://openalex.org/W1972738071","https://openalex.org/W1978690967","https://openalex.org/W1982349600","https://openalex.org/W1982950856","https://openalex.org/W1986459634","https://openalex.org/W2009708702","https://openalex.org/W2016258134","https://openalex.org/W2025768430","https://openalex.org/W2029535444","https://openalex.org/W2036785686","https://openalex.org/W2051773775","https://openalex.org/W2064675550","https://openalex.org/W2068849277","https://openalex.org/W2078895652","https://openalex.org/W2099866409","https://openalex.org/W2113606819","https://openalex.org/W2114623221","https://openalex.org/W2116966446","https://openalex.org/W2135099885","https://openalex.org/W2135916267","https://openalex.org/W2136922672","https://openalex.org/W2137393925","https://openalex.org/W2141336889","https://openalex.org/W2145339207","https://openalex.org/W2153002112","https://openalex.org/W2155968351","https://openalex.org/W2160299137","https://openalex.org/W2163605009","https://openalex.org/W2167407752","https://openalex.org/W2186615578","https://openalex.org/W2202505358","https://openalex.org/W2219431285","https://openalex.org/W2245189809","https://openalex.org/W2257979135","https://openalex.org/W2293537557","https://openalex.org/W2342840547","https://openalex.org/W2415391790","https://openalex.org/W2416799949","https://openalex.org/W2418691539","https://openalex.org/W2460404912","https://openalex.org/W2467604901","https://openalex.org/W2468368736","https://openalex.org/W2482797934","https://openalex.org/W2513580371","https://openalex.org/W2535838896","https://openalex.org/W2555618208","https://openalex.org/W2560645261","https://openalex.org/W2561715741","https://openalex.org/W2570343428","https://openalex.org/W2572984335","https://openalex.org/W2580840020","https://openalex.org/W2585425668","https://openalex.org/W2585896630","https://openalex.org/W2593182953","https://openalex.org/W2597866042","https://openalex.org/W2603810864","https://openalex.org/W2604630936","https://openalex.org/W2605258629","https://openalex.org/W2608787653","https://openalex.org/W2615189434","https://openalex.org/W2615509641","https://openalex.org/W2617137613","https://openalex.org/W2623902153","https://openalex.org/W2624989916","https://openalex.org/W2625781096","https://openalex.org/W2678047256","https://openalex.org/W2734572653","https://openalex.org/W2736305332","https://openalex.org/W2744628735","https://openalex.org/W2746553466","https://openalex.org/W2751904527","https://openalex.org/W2765716344","https://openalex.org/W2770288335","https://openalex.org/W2774000609","https://openalex.org/W2778629106","https://openalex.org/W2782812883","https://openalex.org/W2785883864","https://openalex.org/W2786309777","https://openalex.org/W2787114603","https://openalex.org/W2790688089","https://openalex.org/W2792220137","https://openalex.org/W2793735010","https://openalex.org/W2794843057","https://openalex.org/W2797952247","https://openalex.org/W2798951182","https://openalex.org/W2799109291","https://openalex.org/W2799932776","https://openalex.org/W2802214001","https://openalex.org/W2803794924","https://openalex.org/W2805454539","https://openalex.org/W2805491853","https://openalex.org/W2884001105","https://openalex.org/W2886287742","https://openalex.org/W2890776497","https://openalex.org/W2896225285","https://openalex.org/W2898574525","https://openalex.org/W2899639849","https://openalex.org/W2903523957","https://openalex.org/W2906364736","https://openalex.org/W2911573951","https://openalex.org/W2915117209","https://openalex.org/W2918334020","https://openalex.org/W2919115771","https://openalex.org/W2926519916","https://openalex.org/W2929932977","https://openalex.org/W2950865323","https://openalex.org/W2951799221","https://openalex.org/W2953901595","https://openalex.org/W2960833983","https://openalex.org/W2962677625","https://openalex.org/W2962790412","https://openalex.org/W2962814013","https://openalex.org/W2963046229","https://openalex.org/W2963087201","https://openalex.org/W2963122862","https://openalex.org/W2963191323","https://openalex.org/W2963855167","https://openalex.org/W2963864421","https://openalex.org/W2964043796","https://openalex.org/W2964248614","https://openalex.org/W2965192960","https://openalex.org/W2975252415","https://openalex.org/W2976382054","https://openalex.org/W2980080427","https://openalex.org/W2996262564","https://openalex.org/W3015636663","https://openalex.org/W3100357905","https://openalex.org/W4297687186","https://openalex.org/W6620707391","https://openalex.org/W6639204139","https://openalex.org/W6640212811","https://openalex.org/W6657991661","https://openalex.org/W6676903177","https://openalex.org/W6680772378","https://openalex.org/W6684191040","https://openalex.org/W6684921986","https://openalex.org/W6685444567","https://openalex.org/W6686509673","https://openalex.org/W6687515990","https://openalex.org/W6692846177","https://openalex.org/W6704286305","https://openalex.org/W6704559304","https://openalex.org/W6720208624","https://openalex.org/W6731786745","https://openalex.org/W6736893582","https://openalex.org/W6740851375","https://openalex.org/W6746839373","https://openalex.org/W6751666736","https://openalex.org/W6766306513","https://openalex.org/W6766370267","https://openalex.org/W7001212498"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4313463218","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4312996489","https://openalex.org/W3214037210"],"abstract_inverted_index":{"With":[0],"the":[1,35,48,68,71,76,90,94,100,108,112,116,121,127,131,134,143,191,195,208,232],"booming":[2],"development":[3,150],"of":[4,24,44,70,151,163,190],"Internet-of-Things":[5],"(IoT)":[6],"and":[7,34,80,93,129,158,166,179,200,226,236,249],"communication":[8],"technologies":[9],"such":[10,154],"as":[11,18,155],"5G,":[12],"our":[13,31],"future":[14],"world":[15],"is":[16,169],"envisioned":[17],"an":[19],"interconnected":[20],"entity":[21],"where":[22],"billions":[23],"devices":[25,39],"will":[26,40,245],"provide":[27,186],"uninterrupted":[28],"service":[29],"to":[30,65,89,120,171,175,206,212],"daily":[32],"lives":[33],"industry.":[36,228],"Meanwhile,":[37],"these":[38],"generate":[41],"massive":[42],"amounts":[43],"valuable":[45],"data":[46,56,61,113,144],"at":[47],"network":[49,118,123],"edge,":[50,124],"calling":[51],"for":[52],"not":[53],"only":[54],"instant":[55],"processing":[57,114,145],"but":[58],"also":[59,230],"intelligent":[60],"analysis":[62],"in":[63,137,251],"order":[64],"fully":[66],"unleash":[67],"potential":[69],"edge":[72,102,164,197,214],"big":[73],"data.":[74],"Both":[75],"traditional":[77],"cloud":[78],"computing":[79,82,103,165,198],"on-device":[81],"cannot":[83],"sufficiently":[84],"address":[85],"this":[86,183,243,252],"problem":[87],"due":[88],"high":[91],"latency":[92,128],"limited":[95],"computation":[96],"capacity,":[97,146],"respectively.":[98],"Fortunately,":[99],"emerging":[101],"sheds":[104],"a":[105,148,187],"light":[106],"on":[107,194,204],"issue":[109],"by":[110],"pushing":[111],"from":[115,216],"remote":[117],"core":[119],"local":[122],"remarkably":[125],"reducing":[126],"improving":[130],"efficiency.":[132],"Besides,":[133],"recent":[135],"breakthroughs":[136],"deep":[138,167,209],"learning":[139,168,210],"have":[140],"greatly":[141],"facilitated":[142],"enabling":[147],"thrilling":[149],"novel":[152],"applications,":[153],"video":[156],"surveillance":[157],"autonomous":[159],"driving.":[160],"The":[161],"convergence":[162],"believed":[170],"bring":[172],"new":[173],"possibilities":[174],"both":[176],"interdisciplinary":[177],"researches":[178,248],"industrial":[180],"applications.":[181],"In":[182],"article,":[184],"we":[185],"comprehensive":[188],"survey":[189,244],"latest":[192],"efforts":[193],"deep-learning-enabled":[196],"applications":[199,215],"particularly":[201],"offer":[202],"insights":[203],"how":[205],"leverage":[207],"advances":[211],"facilitate":[213],"four":[217],"domains,":[218],"i.e.,":[219],"smart":[220,222,224,227],"multimedia,":[221],"transportation,":[223],"city,":[225],"We":[229,241],"highlight":[231],"key":[233],"research":[234,238],"challenges":[235],"promising":[237,253],"directions":[239],"therein.":[240],"believe":[242],"inspire":[246],"more":[247],"contributions":[250],"field.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":14},{"year":2025,"cited_by_count":65},{"year":2024,"cited_by_count":57},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":45},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":5}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}