{"id":"https://openalex.org/W3047392327","doi":"https://doi.org/10.1109/infocom41043.2020.9155524","title":"Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics","display_name":"Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3047392327","doi":"https://doi.org/10.1109/infocom41043.2020.9155524","mag":"3047392327"},"language":"en","primary_location":{"id":"doi:10.1109/infocom41043.2020.9155524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom41043.2020.9155524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications","raw_type":"proceedings-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/A5100428580","display_name":"Can Wang","orcid":"https://orcid.org/0000-0002-5119-4285"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Can Wang","raw_affiliation_strings":["State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"affiliations":[{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394022","display_name":"Sheng Zhang","orcid":"https://orcid.org/0000-0002-6581-6399"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhang","raw_affiliation_strings":["State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"affiliations":[{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401978","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0001-9545-6761"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Chen","raw_affiliation_strings":["State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"affiliations":[{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015547394","display_name":"Zhuzhong Qian","orcid":"https://orcid.org/0000-0003-1625-7575"},"institutions":[{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuzhong Qian","raw_affiliation_strings":["State Key Lab. for Novel Software Technology, Nanjing University, P.R. China"],"affiliations":[{"raw_affiliation_string":"State Key Lab. for Novel Software Technology, Nanjing University, P.R. China","institution_ids":["https://openalex.org/I881766915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600528","display_name":"Jie Wu","orcid":"https://orcid.org/0000-0002-3472-1717"},"institutions":[{"id":"https://openalex.org/I84392919","display_name":"Temple University","ror":"https://ror.org/00kx1jb78","country_code":"US","type":"education","lineage":["https://openalex.org/I84392919"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Wu","raw_affiliation_strings":["Center for Networked Computing, Temple University"],"affiliations":[{"raw_affiliation_string":"Center for Networked Computing, Temple University","institution_ids":["https://openalex.org/I84392919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064342057","display_name":"Mingjun Xiao","orcid":"https://orcid.org/0000-0001-7767-7763"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjun Xiao","raw_affiliation_strings":["School of Computer Science and Technology / Suzhou Institute for Advanced Study, University of Science and Technology of China, P.R. China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology / Suzhou Institute for Advanced Study, University of Science and Technology of China, P.R. China","institution_ids":["https://openalex.org/I308837","https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100428580"],"corresponding_institution_ids":["https://openalex.org/I881766915"],"apc_list":null,"apc_paid":null,"fwci":19.9713,"has_fulltext":false,"cited_by_count":209,"citation_normalized_percentile":{"value":0.99565958,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987999796867371,"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":0.9987999796867371,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9973999857902527,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.995199978351593,"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":0.9002751111984253},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5747660994529724},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5663087368011475},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5136120319366455},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.490697979927063},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4782387614250183},{"id":"https://openalex.org/keywords/bandwidth-allocation","display_name":"Bandwidth allocation","score":0.4705389142036438},{"id":"https://openalex.org/keywords/dynamic-bandwidth-allocation","display_name":"Dynamic bandwidth allocation","score":0.4610520899295807},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4587552547454834},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.453841894865036},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44275227189064026},{"id":"https://openalex.org/keywords/online-algorithm","display_name":"Online algorithm","score":0.4410538971424103},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4188039302825928},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4157117009162903},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3528023362159729},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15698814392089844},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13983377814292908},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10060417652130127}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9002751111984253},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5747660994529724},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5663087368011475},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5136120319366455},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.490697979927063},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4782387614250183},{"id":"https://openalex.org/C200157131","wikidata":"https://www.wikidata.org/wiki/Q4854763","display_name":"Bandwidth allocation","level":3,"score":0.4705389142036438},{"id":"https://openalex.org/C145062175","wikidata":"https://www.wikidata.org/wiki/Q5318947","display_name":"Dynamic bandwidth allocation","level":3,"score":0.4610520899295807},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4587552547454834},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.453841894865036},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44275227189064026},{"id":"https://openalex.org/C196921405","wikidata":"https://www.wikidata.org/wiki/Q786431","display_name":"Online algorithm","level":2,"score":0.4410538971424103},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4188039302825928},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4157117009162903},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3528023362159729},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15698814392089844},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13983377814292908},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10060417652130127},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom41043.2020.9155524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom41043.2020.9155524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2020 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W101502882","https://openalex.org/W1249613807","https://openalex.org/W1686810756","https://openalex.org/W1964961733","https://openalex.org/W1974133309","https://openalex.org/W2068349247","https://openalex.org/W2089050596","https://openalex.org/W2100538831","https://openalex.org/W2137152139","https://openalex.org/W2233116163","https://openalex.org/W2416799949","https://openalex.org/W2531799639","https://openalex.org/W2585277580","https://openalex.org/W2599379624","https://openalex.org/W2760063890","https://openalex.org/W2784041417","https://openalex.org/W2790412025","https://openalex.org/W2792086617","https://openalex.org/W2792220137","https://openalex.org/W2872933037","https://openalex.org/W2887117815","https://openalex.org/W2890928364","https://openalex.org/W2920582503","https://openalex.org/W2920700677","https://openalex.org/W2944099748","https://openalex.org/W2962835968","https://openalex.org/W2963037989","https://openalex.org/W2963510045","https://openalex.org/W2963618158","https://openalex.org/W3003978964","https://openalex.org/W3103638723","https://openalex.org/W4250589301","https://openalex.org/W6628075071","https://openalex.org/W6637373629","https://openalex.org/W6733081455","https://openalex.org/W6735636592","https://openalex.org/W6747775389","https://openalex.org/W6759840182"],"related_works":["https://openalex.org/W2057490875","https://openalex.org/W2141211540","https://openalex.org/W2148705057","https://openalex.org/W4251345889","https://openalex.org/W2107680962","https://openalex.org/W4233765508","https://openalex.org/W2154883669","https://openalex.org/W2122266837","https://openalex.org/W2043533257","https://openalex.org/W1990230466"],"abstract_inverted_index":{"Real-time":[0],"analytics":[1,16,79,137,183],"on":[2,18,156],"video":[3,15,24,97,136,149],"data":[4,45],"demands":[5],"intensive":[6],"computation":[7],"resources":[8],"and":[9,68,81,92,124,159,168,185],"high":[10],"energy":[11,77,186],"consumption.":[12],"Traditional":[13],"cloud-based":[14],"relies":[17],"large":[19],"centralized":[20],"clusters":[21],"to":[22,35,58,102,127],"ingest":[23],"streams.":[25],"With":[26],"edge":[27,60,105,140],"computing,":[28],"we":[29,87],"can":[30,179],"offload":[31],"compute-intensive":[32],"analysis":[33],"tasks":[34],"the":[36,55,59,62,89,103,182],"nearby":[37],"server,":[38,61],"thus":[39],"mitigating":[40],"long":[41],"latency":[42],"incurred":[43],"by":[44],"transmission":[46],"via":[47],"wide":[48],"area":[49],"networks.":[50],"When":[51],"offloading":[52],"frames":[53],"from":[54],"front-end":[56],"device":[57],"application":[63],"configuration":[64,90,122],"(frame":[65],"sampling":[66],"rate":[67],"frame":[69],"resolution)":[70],"will":[71],"impact":[72],"several":[73],"metrics,":[74],"such":[75],"as":[76],"consumption,":[78],"accuracy":[80,184],"user-perceived":[82],"latency.":[83,192],"In":[84],"this":[85],"paper,":[86],"study":[88],"adaption":[91,123],"bandwidth":[93,125],"allocation":[94,126],"for":[95],"multiple":[96],"streams,":[98],"which":[99,119],"are":[100],"connected":[101],"same":[104],"node":[106],"sharing":[107],"an":[108,113],"upload":[109],"link.":[110],"We":[111],"propose":[112],"efficient":[114],"online":[115,163],"algorithm,":[116],"called":[117],"JCAB,":[118],"jointly":[120],"optimizes":[121],"address":[128],"a":[129,170],"number":[130],"of":[131,148],"key":[132],"challenges":[133],"in":[134],"edge-based":[135],"systems,":[138],"including":[139],"capacity":[141],"limitation,":[142],"unknown":[143],"network":[144],"variation,":[145],"intrusive":[146],"dynamics":[147],"contents.":[150],"Our":[151],"algorithm":[152],"is":[153],"developed":[154],"based":[155],"Lyapunov":[157],"optimization":[158],"Markov":[160],"approximation,":[161],"works":[162],"without":[164],"requiring":[165],"future":[166],"information,":[167],"achieves":[169],"provable":[171],"performance":[172],"bound.":[173],"Simulation":[174],"results":[175],"show":[176],"that":[177],"JCAB":[178],"effectively":[180],"balance":[181],"consumption":[187],"while":[188],"keeping":[189],"low":[190],"system":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":42},{"year":2024,"cited_by_count":42},{"year":2023,"cited_by_count":45},{"year":2022,"cited_by_count":49},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":7}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}