{"id":"https://openalex.org/W4308427459","doi":"https://doi.org/10.1145/3542929.3563502","title":"Minimizing packet retransmission for real-time video analytics","display_name":"Minimizing packet retransmission for real-time video analytics","publication_year":2022,"publication_date":"2022-11-07","ids":{"openalex":"https://openalex.org/W4308427459","doi":"https://doi.org/10.1145/3542929.3563502"},"language":"en","primary_location":{"id":"doi:10.1145/3542929.3563502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542929.3563502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Symposium on Cloud Computing","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/A5100769716","display_name":"Haodong Wang","orcid":"https://orcid.org/0000-0001-7459-5893"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haodong Wang","raw_affiliation_strings":["University of Chicago"],"affiliations":[{"raw_affiliation_string":"University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036272233","display_name":"Kuntai Du","orcid":"https://orcid.org/0000-0002-3964-4079"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuntai Du","raw_affiliation_strings":["University of Chicago"],"affiliations":[{"raw_affiliation_string":"University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103258769","display_name":"Junchen Jiang","orcid":"https://orcid.org/0000-0002-6877-1683"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junchen Jiang","raw_affiliation_strings":["University of Chicago"],"affiliations":[{"raw_affiliation_string":"University of Chicago","institution_ids":["https://openalex.org/I40347166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100769716"],"corresponding_institution_ids":["https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":0.3062,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55555556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9991000294685364,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8612406849861145},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.7207367420196533},{"id":"https://openalex.org/keywords/retransmission","display_name":"Retransmission","score":0.6378936171531677},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5895031690597534},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5838715434074402},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5382764935493469},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.5008912086486816},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4858953356742859},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.481975257396698},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.47410327196121216},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.46720215678215027},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.458607017993927},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3078678548336029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18546205759048462},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1561448574066162}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8612406849861145},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.7207367420196533},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.6378936171531677},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5895031690597534},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5838715434074402},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5382764935493469},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.5008912086486816},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4858953356742859},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.481975257396698},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.47410327196121216},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46720215678215027},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.458607017993927},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3078678548336029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18546205759048462},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1561448574066162},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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:10.1145/3542929.3563502","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3542929.3563502","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Symposium on Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2770879242","display_name":null,"funder_award_id":"CNS-2146496, CNS-2131826, CNS-190146","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309327","display_name":"Google","ror":"https://ror.org/00njsd438"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1699734612","https://openalex.org/W2146347351","https://openalex.org/W2194775991","https://openalex.org/W2397506972","https://openalex.org/W2505094182","https://openalex.org/W2734941459","https://openalex.org/W2745034467","https://openalex.org/W2768159530","https://openalex.org/W2872933037","https://openalex.org/W2913507876","https://openalex.org/W2956612537","https://openalex.org/W2963524571","https://openalex.org/W2964412985","https://openalex.org/W3008618223","https://openalex.org/W3046256272","https://openalex.org/W3046754651","https://openalex.org/W3149662011","https://openalex.org/W3217797237","https://openalex.org/W4220693973","https://openalex.org/W6780373310"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2539777923","https://openalex.org/W2377190948","https://openalex.org/W2405759759","https://openalex.org/W2096476311","https://openalex.org/W4221117092","https://openalex.org/W4361855866","https://openalex.org/W1996919562","https://openalex.org/W2045735464"],"abstract_inverted_index":{"In":[0,68],"smart-city":[1],"and":[2,56,106,139],"video":[3,35,54,81,163],"analytics":[4],"(VA)":[5],"applications,":[6],"high-quality":[7],"data":[8,36,63],"streams":[9],"(video":[10],"frames)":[11],"must":[12,186],"be":[13,113,187],"accurately":[14],"analyzed":[15],"with":[16,89],"a":[17,46,162,198,243],"low":[18,50],"delay.":[19],"Since":[20],"maintaining":[21,242],"high":[22,244],"accuracy":[23],"requires":[24],"compute-intensive":[25],"deep":[26],"neural":[27],"nets":[28],"(DNNs),":[29],"these":[30],"applications":[31],"often":[32],"stream":[33],"massive":[34],"to":[37,45,86,193,196],"remote,":[38],"more":[39],"powerful":[40],"cloud":[41,57],"servers,":[42],"giving":[43],"rise":[44],"strong":[47],"need":[48],"for":[49,64,155],"streaming":[51,239],"delay":[52,129,140,240],"between":[53],"sensors":[55],"servers":[58],"while":[59,241],"still":[60],"delivering":[61],"enough":[62],"accurate":[65],"DNN":[66,87],"inference.":[67],"response,":[69],"many":[70,156],"recent":[71],"efforts":[72],"have":[73,176,212,232],"proposed":[74],"distributed":[75],"VA":[76],"systems":[77],"that":[78,94,183,230],"aggressively":[79],"compress/prune":[80],"frames":[82,111,175],"deemed":[83],"less":[84],"important":[85,110],"inference,":[88],"the":[90,108,128,158,190,202,234],"underlying":[91],"assumptions":[92],"being":[93],"(1)":[95],"without":[96],"increasing":[97],"available":[98],"bandwidth,":[99],"reducing":[100,143,151,238],"delays":[101],"means":[102],"sending":[103],"fewer":[104],"bits,":[105],"(2)":[107],"most":[109],"can":[112],"precisely":[114],"determined":[115],"before":[116],"streaming.":[117],"This":[118],"short":[119],"paper":[120],"challenges":[121],"both":[122],"views.":[123],"First,":[124],"in":[125,189,237],"high-bandwidth":[126],"networks,":[127],"of":[130,160,224],"real-time":[131],"videos":[132],"is":[133,145,218],"primarily":[134],"bounded":[135],"by":[136],"packet":[137,152,199],"losses":[138],"jitters,":[141],"so":[142],"bitrate":[144],"not":[146,166],"always":[147],"as":[148,150],"effective":[149],"retransmissions.":[153],"Second,":[154],"DNNs,":[157],"impact":[159,204],"missing":[161],"frame":[164],"depends":[165],"only":[167],"on":[168,172,201,205,209],"itself":[169],"but":[170],"also":[171],"which":[173,210],"other":[174],"been":[177,213],"received":[178],"or":[179],"lost.":[180],"We":[181],"argue":[182],"some":[184],"changes":[185],"made":[188],"transport":[191,226],"layer,":[192,227],"determine":[194],"whether":[195],"resend":[197],"based":[200],"packet's":[203],"DNN's":[206],"inference":[207,245],"dependent":[208],"packets":[211],"received.":[214],"While":[215],"much":[216],"research":[217],"needed":[219],"toward":[220],"an":[221],"optimal":[222],"design":[223],"DNN-driven":[225],"we":[228,231],"believe":[229],"taken":[233],"first":[235],"step":[236],"accuracy.":[246]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
