{"id":"https://openalex.org/W4386365397","doi":"https://doi.org/10.1145/3603269.3604825","title":"PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at Scale","display_name":"PacketGame: Multi-Stream Packet Gating for Concurrent Video Inference at Scale","publication_year":2023,"publication_date":"2023-09-01","ids":{"openalex":"https://openalex.org/W4386365397","doi":"https://doi.org/10.1145/3603269.3604825"},"language":"en","primary_location":{"id":"doi:10.1145/3603269.3604825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603269.3604825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM 2023 Conference","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/A5061278948","display_name":"Mu Yuan","orcid":"https://orcid.org/0000-0002-2624-8755"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mu Yuan","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-2624-8755","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322320","display_name":"Lan Zhang","orcid":"https://orcid.org/0000-0003-1004-8588"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Zhang","raw_affiliation_strings":["Hefei Comprehensive National Science Center, Institute of Artificial Intelligence, Hefei, China","University of Science and Technology of China, Hefei, China","University of Science and Technology of China, Hefei, China Hefei Comprehensive National Science Center, Institute of Artificial Intelligence, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-1004-8588","affiliations":[{"raw_affiliation_string":"Hefei Comprehensive National Science Center, Institute of Artificial Intelligence, Hefei, China","institution_ids":[]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]},{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China Hefei Comprehensive National Science Center, Institute of Artificial Intelligence, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035243024","display_name":"Xuanke You","orcid":"https://orcid.org/0009-0007-0635-8264"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanke You","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0007-0635-8264","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341802","display_name":"Xiang\u2010Yang Li","orcid":"https://orcid.org/0000-0002-6070-6625"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang-Yang Li","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-6070-6625","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.7778,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87366323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"724","last_page":"737"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9987000226974487,"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":0.9987000226974487,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9977999925613403,"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8775262236595154},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.562174379825592},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5247842669487},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5230173468589783},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5062829256057739},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.49972987174987793},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.4825969934463501},{"id":"https://openalex.org/keywords/concurrency","display_name":"Concurrency","score":0.462797611951828},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.46035027503967285},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.43107447028160095},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.41622209548950195},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.31177809834480286},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2810312509536743},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22426742315292358},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2193433940410614},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1807073950767517},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15129384398460388},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13364842534065247},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11673083901405334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8775262236595154},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.562174379825592},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5247842669487},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5230173468589783},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5062829256057739},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.49972987174987793},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.4825969934463501},{"id":"https://openalex.org/C193702766","wikidata":"https://www.wikidata.org/wiki/Q1414548","display_name":"Concurrency","level":2,"score":0.462797611951828},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.46035027503967285},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.43107447028160095},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.41622209548950195},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.31177809834480286},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2810312509536743},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22426742315292358},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2193433940410614},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1807073950767517},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15129384398460388},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13364842534065247},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11673083901405334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3603269.3604825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3603269.3604825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM 2023 Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1978388244","display_name":null,"funder_award_id":"2021YFB2900103","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6792141703","display_name":null,"funder_award_id":"2021ZD0110400","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7793141733","display_name":null,"funder_award_id":"WK2150110024","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W178169250","https://openalex.org/W2096118443","https://openalex.org/W2121973001","https://openalex.org/W2150702922","https://openalex.org/W2400213106","https://openalex.org/W2503339013","https://openalex.org/W2525981498","https://openalex.org/W2546571074","https://openalex.org/W2598525681","https://openalex.org/W2751343396","https://openalex.org/W2807214292","https://openalex.org/W2887117815","https://openalex.org/W2898035736","https://openalex.org/W2905207581","https://openalex.org/W2913507876","https://openalex.org/W2914208805","https://openalex.org/W2942806183","https://openalex.org/W2979332426","https://openalex.org/W2996874060","https://openalex.org/W3004543888","https://openalex.org/W3008007823","https://openalex.org/W3036548566","https://openalex.org/W3046256272","https://openalex.org/W3080404596","https://openalex.org/W3091372207","https://openalex.org/W3092540421","https://openalex.org/W3100789280","https://openalex.org/W3104849992","https://openalex.org/W3106772683","https://openalex.org/W3141797743","https://openalex.org/W3148388528","https://openalex.org/W3162703727","https://openalex.org/W3172752666","https://openalex.org/W3177328703","https://openalex.org/W3184439416","https://openalex.org/W4221146421","https://openalex.org/W4288348249","https://openalex.org/W4290991119","https://openalex.org/W4290991273","https://openalex.org/W4306178465","https://openalex.org/W6762481227"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W1623638113","https://openalex.org/W3034776505","https://openalex.org/W1990036491"],"abstract_inverted_index":{"The":[0],"resource":[1],"efficiency":[2],"of":[3,40,58,145],"video":[4,26,44,61,66,79,98],"analytics":[5,45],"workloads":[6],"is":[7],"critical":[8],"for":[9,97],"large-scale":[10],"deployments":[11],"on":[12,36,47,114],"edge":[13],"nodes":[14],"and":[15,30,100,109,118,128],"cloud":[16],"clusters.":[17],"Recent":[18],"advanced":[19],"systems":[20],"have":[21],"benefited":[22],"from":[23],"techniques":[24],"including":[25],"compression,":[27],"frame":[28],"filtering,":[29],"deep":[31],"model":[32],"acceleration.":[33],"However,":[34],"based":[35],"our":[37],"year-long":[38],"experience":[39],"operating":[41],"a":[42,54,75,88,92,119],"real-time":[43],"system":[46,111,121],"more":[48],"than":[49],"1000":[50],"cameras,":[51],"we":[52,73],"identified":[53],"previously":[55],"overlooked":[56],"bottleneck":[57],"end-to-end":[59,148],"concurrency:":[60],"decoding.":[62],"To":[63],"support":[64],"concurrent":[65],"inference":[67],"at":[68],"scale,":[69],"in":[70,147],"this":[71],"work,":[72],"investigate":[74],"new":[76],"task,":[77],"named":[78],"packet":[80],"gating,":[81],"which":[82],"selectively":[83],"filters":[84],"packets":[85,99],"before":[86],"running":[87],"decoder.":[89],"We":[90],"propose":[91],"novel":[93],"multi-view":[94],"embedding":[95],"approach":[96],"present":[101],"PacketGame":[102,123,146],"that":[103],"has":[104],"both":[105,115],"theoretical":[106],"performance":[107],"guarantee":[108],"practical":[110],"designs.":[112],"Experiments":[113],"public":[116],"datasets":[117],"real":[120],"show":[122,142],"saves":[124],"52.0--79.3%":[125],"decoding":[126],"costs":[127],"achieves":[129],"2.1--4.8\u00d7":[130],"concurrency":[131],"compared":[132],"to":[133],"original":[134],"workloads.":[135],"Comparisons":[136],"with":[137],"four":[138],"state-of-the-art":[139],"complementary":[140],"methods":[141],"the":[143],"superiority":[144],"concurrency.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
