{"id":"https://openalex.org/W4285229485","doi":"https://doi.org/10.1109/jiot.2022.3189035","title":"Joint Front\u2013Edge\u2013Cloud IoVT Analytics: Resource-Effective Design and Scheduling","display_name":"Joint Front\u2013Edge\u2013Cloud IoVT Analytics: Resource-Effective Design and Scheduling","publication_year":2022,"publication_date":"2022-07-07","ids":{"openalex":"https://openalex.org/W4285229485","doi":"https://doi.org/10.1109/jiot.2022.3189035"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2022.3189035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3189035","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5060894111","display_name":"Youjia Chen","orcid":"https://orcid.org/0000-0002-6430-2003"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youjia Chen","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6430-2003","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057108758","display_name":"Tiesong Zhao","orcid":"https://orcid.org/0000-0002-7497-8883"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiesong Zhao","raw_affiliation_strings":["Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","Peng Cheng Laboratory, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-7497-8883","affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory for Intelligent Processing and Wireless Transmission of Media Information, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021052588","display_name":"Peng Cheng","orcid":"https://orcid.org/0000-0003-1091-7894"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peng Cheng","raw_affiliation_strings":["Department of Computer Science and Information Technology, La Trobe University, Bundoora, VIC, Australia","School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-1091-7894","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, La Trobe University, Bundoora, VIC, Australia","institution_ids":["https://openalex.org/I196829312"]},{"raw_affiliation_string":"School of Electrical and Information Engineering, The University of Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075722123","display_name":"Ming Ding","orcid":"https://orcid.org/0000-0002-3690-0321"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ming Ding","raw_affiliation_strings":["Data61, CSIRO, Eveleigh, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-3690-0321","affiliations":[{"raw_affiliation_string":"Data61, CSIRO, Eveleigh, NSW, Australia","institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I42894916"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002277899","display_name":"Chang Wen Chen","orcid":"https://orcid.org/0000-0002-6720-234X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chang Wen Chen","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2195,"currency":"USD","value_usd":2195},"apc_paid":null,"fwci":2.8589,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90619369,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":"23","first_page":"23941","last_page":"23953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9990000128746033,"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":0.9990000128746033,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8838545083999634},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7565009593963623},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7343384027481079},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5947158336639404},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5772095918655396},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.457732230424881},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.44439759850502014},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4404227137565613},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3557974100112915},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3493029475212097},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2907867431640625},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.19287654757499695},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.16487592458724976},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11336708068847656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8838545083999634},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7565009593963623},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7343384027481079},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5947158336639404},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5772095918655396},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.457732230424881},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.44439759850502014},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4404227137565613},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3557974100112915},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3493029475212097},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2907867431640625},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.19287654757499695},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.16487592458724976},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11336708068847656},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2022.3189035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2022.3189035","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G3196455042","display_name":null,"funder_award_id":"2022J01081","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G5297674639","display_name":"Investigating Reconfigurable Intelligent Surface Empowered Wireless Networking for Internet-of-Video-Things","funder_award_id":"15213322","funder_id":"https://openalex.org/F4320321592","funder_display_name":"Research Grants Council, University Grants Committee"},{"id":"https://openalex.org/G5841302772","display_name":null,"funder_award_id":"61801119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6013411704","display_name":null,"funder_award_id":"2022J02015","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G6035754131","display_name":null,"funder_award_id":"62171134","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/F4320321592","display_name":"Research Grants Council, University Grants Committee","ror":"https://ror.org/00djwmt25"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1543659671","https://openalex.org/W2089922424","https://openalex.org/W2124781496","https://openalex.org/W2145479420","https://openalex.org/W2152195021","https://openalex.org/W2194775991","https://openalex.org/W2603203130","https://openalex.org/W2751598008","https://openalex.org/W2758733702","https://openalex.org/W2770076563","https://openalex.org/W2797952247","https://openalex.org/W2856725472","https://openalex.org/W2883271135","https://openalex.org/W2885779420","https://openalex.org/W2918977601","https://openalex.org/W2944737843","https://openalex.org/W2945507395","https://openalex.org/W2963620157","https://openalex.org/W2969416000","https://openalex.org/W2975550757","https://openalex.org/W2979876251","https://openalex.org/W2986858483","https://openalex.org/W2988113576","https://openalex.org/W2996611683","https://openalex.org/W2999940418","https://openalex.org/W3011133065","https://openalex.org/W3012971492","https://openalex.org/W3023961171","https://openalex.org/W3025377753","https://openalex.org/W3026175512","https://openalex.org/W3032022439","https://openalex.org/W3037951940","https://openalex.org/W3040229964","https://openalex.org/W3046012326","https://openalex.org/W3080318176","https://openalex.org/W3086436251","https://openalex.org/W3104778224","https://openalex.org/W3112063620","https://openalex.org/W3127089628","https://openalex.org/W3135089279","https://openalex.org/W3155580983","https://openalex.org/W3175656214","https://openalex.org/W3191867763","https://openalex.org/W3215518226","https://openalex.org/W4285190735","https://openalex.org/W6746131018","https://openalex.org/W6790370142","https://openalex.org/W6794677755"],"related_works":["https://openalex.org/W2092530219","https://openalex.org/W2388464034","https://openalex.org/W2533125852","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2057435755","https://openalex.org/W3121798572","https://openalex.org/W3154796165","https://openalex.org/W2893963003","https://openalex.org/W2502104792"],"abstract_inverted_index":{"A":[0],"tremendous":[1],"amount":[2],"of":[3,12,30,42,175],"visual":[4],"data":[5,66],"are":[6],"bing":[7],"collected":[8],"by":[9,144],"the":[10,28,37,49,73,132,138,163,168,173,176],"Internet":[11],"Video":[13],"Things":[14],"(IoVT)":[15],"systems":[16],"in":[17,22,27,40,48,90,167],"which":[18],"ubiquitous":[19],"cameras":[20,100,165],"deployed":[21],"cities":[23],"enable":[24],"new":[25],"applications":[26],"domains":[29],"smart":[31],"transportation":[32],"and":[33,45,112,123,151,166],"public":[34],"security.":[35],"However,":[36],"limited":[38],"resources":[39],"terms":[41],"communication,":[43],"computing,":[44],"caching":[46],"(3C)":[47],"conventional":[50],"cellular":[51],"network":[52,75,148],"make":[53],"it":[54],"challenging":[55],"to":[56,62,86,136],"adopt":[57],"centralized":[58],"artificial":[59],"intelligence":[60],"(AI)":[61],"conduct":[63],"real-time":[64,107],"video-based":[65,124],"analytics.":[67],"In":[68],"this":[69],"work,":[70],"based":[71],"on":[72],"5G":[74],"architecture":[76],"with":[77,101,115,156],"edge":[78,110],"servers,":[79,111],"a":[80,91],"three-phase":[81],"resource-effective":[82],"solution":[83],"is":[84],"proposed":[85,96,177],"perform":[87],"surveillance":[88],"operations":[89],"large-scale":[92],"wireless":[93],"IoVT.":[94],"The":[95],"strategy":[97,135],"integrates":[98],"front-end":[99,164],"simple":[102],"on-chip":[103],"neural":[104,158],"networks":[105,159],"performing":[106],"object-of-interest":[108],"segmentation,":[109],"cloud":[113,169],"servers":[114],"AI":[116],"functionality":[117],"carrying":[118],"out":[119],"image-based":[120],"target":[121,125],"recognition":[122],"analytics":[126,141],"tasks.":[127],"More":[128],"importantly,":[129],"we":[130],"design":[131],"optimal":[133],"3C":[134],"achieve":[137],"best":[139],"video":[140],"performance":[142],"constrained":[143],"computing":[145],"offload":[146],"ratio,":[147],"resource":[149],"allocation":[150],"video-related":[152],"parameters.":[153],"Extensive":[154],"simulations":[155],"deep":[157],"implemented":[160],"both":[161],"at":[162],"server":[170],"have":[171],"validated":[172],"effectiveness":[174],"solution.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}