{"id":"https://openalex.org/W4308094298","doi":"https://doi.org/10.1109/roedunet57163.2022.9921091","title":"Scalable Deployments for Real-Time AI Video Stream Processing","display_name":"Scalable Deployments for Real-Time AI Video Stream Processing","publication_year":2022,"publication_date":"2022-09-15","ids":{"openalex":"https://openalex.org/W4308094298","doi":"https://doi.org/10.1109/roedunet57163.2022.9921091"},"language":"en","primary_location":{"id":"doi:10.1109/roedunet57163.2022.9921091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet57163.2022.9921091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 21st RoEduNet Conference: Networking in Education and Research (RoEduNet)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003742627","display_name":"Catalin Patrascu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Catalin Patrascu","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070209606","display_name":"Adrian Cosma","orcid":"https://orcid.org/0000-0003-0307-2520"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Adrian Cosma","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006093696","display_name":"Emilian R\u01cedoi","orcid":"https://orcid.org/0000-0002-1177-5288"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Emilian Radoi","raw_affiliation_strings":["University Politehnica of Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.1687,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.4291318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9958999752998352,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9954000115394592,"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":0.8660706877708435},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7617483139038086},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.687315046787262},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6855500936508179},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6391516327857971},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.6379464864730835},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5680121779441833},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5332538485527039},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5310084223747253},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.516606867313385},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.48892393708229065},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.26004689931869507},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23426756262779236},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2291913628578186},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.19938623905181885},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12483784556388855},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.090015709400177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8660706877708435},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7617483139038086},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.687315046787262},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6855500936508179},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6391516327857971},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.6379464864730835},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5680121779441833},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5332538485527039},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5310084223747253},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.516606867313385},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.48892393708229065},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26004689931869507},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23426756262779236},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2291913628578186},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.19938623905181885},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12483784556388855},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.090015709400177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/roedunet57163.2022.9921091","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roedunet57163.2022.9921091","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 21st RoEduNet Conference: Networking in Education and Research (RoEduNet)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4230978433","https://openalex.org/W2893963003","https://openalex.org/W2920657135","https://openalex.org/W2953080867","https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W2377190948","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953"],"abstract_inverted_index":{"Real-time":[0],"stream":[1,122],"processing":[2,123,163,189,221],"is":[3,28,80,117],"becoming":[4],"more":[5],"prevalent":[6],"today":[7],"due":[8],"to":[9,15,46,65,155,173,255],"huge":[10],"chunks":[11],"of":[12,61,76,92,96,147,246],"data":[13,177,181],"needing":[14],"be":[16,153,171,234],"processed":[17],"upon":[18],"arrival.":[19],"In":[20],"video":[21,34,48,121,125,135,188,193,229],"streaming":[22,159],"the":[23,103,205],"need":[24,82],"for":[25,83,110,212,227,249],"real-time":[26,134,187,242],"management":[27],"both":[29,236],"important":[30],"and":[31,70,87,98,113,138,144,203,238,240],"challenging":[32],"because":[33],"frames":[35,174],"come":[36],"at":[37,50],"high":[38,52],"frequency.":[39],"AI":[40],"advances":[41],"have":[42],"made":[43],"it":[44],"possible":[45],"understand":[47],"feeds":[49],"a":[51,58,74,81,84,106,111,150,185,210,224],"level":[53],"in":[54,63,90,129,176,209],"real-time,":[55],"making":[56],"them":[57,196,202],"valuable":[59],"source":[60],"information":[62,208],"regards":[64],"human":[66],"behavior,":[67],"trends,":[68],"surveillance":[69],"much":[71,118],"more.":[72],"As":[73],"consequence":[75],"these":[77],"reasons,":[78],"there":[79],"highly":[85,114],"performant":[86],"deployable":[88],"system":[89,116,151,190],"terms":[91],"latency,":[93],"scalability,":[94],"accuracy":[95],"results":[97],"computing":[99],"power,":[100],"which":[101,141,169,191,232],"leverages":[102],"cloud":[104],"as":[105,120,132],"service.":[107],"A":[108],"design":[109],"low-latency":[112],"scalable":[115,186],"needed":[119],"or":[124,179],"analytics":[126,230],"has":[127],"uses":[128],"areas":[130],"such":[131],"surveillance,":[133],"analytics,":[136],"criminality":[137],"autonomous":[139],"vehicles,":[140],"require":[142],"fast":[143],"accurate":[145],"analysis":[146,178],"data.":[148],"Such":[149],"should":[152],"able":[154],"employ":[156],"not":[157],"only":[158],"but":[160],"also":[161],"different":[162],"actions":[164],"including":[165],"machine":[166],"learning":[167,199],"models":[168],"can":[170,233],"applied":[172],"resulting":[175,206],"further":[180,213],"pipelines.":[182],"We":[183,216],"developed":[184],"consumes":[192],"frames,":[194],"processes":[195],"using":[197],"deep":[198],"models,":[200],"renders":[201],"stores":[204],"semantic":[207],"database":[211],"downstream":[214],"processing.":[215],"show":[217],"that":[218],"our":[219],"proposed":[220],"architectures":[222],"are":[223],"suitable":[225],"solution":[226],"modern":[228],"systems,":[231],"scaled":[235],"vertically":[237],"horizontally,":[239],"achieves":[241],"latency":[243],"within":[244],"maximum":[245],"1":[247],"second":[248],"frame":[250],"rates":[251],"ranging":[252],"from":[253],"10":[254],"60":[256],"fps.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
