{"id":"https://openalex.org/W4213420696","doi":"https://doi.org/10.1145/3519552","title":"A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective","display_name":"A Contemporary Survey on Live Video Streaming from a Computation-Driven Perspective","publication_year":2022,"publication_date":"2022-01-31","ids":{"openalex":"https://openalex.org/W4213420696","doi":"https://doi.org/10.1145/3519552"},"language":"en","primary_location":{"id":"doi:10.1145/3519552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3519552","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","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/A5018823341","display_name":"Nhu\u2013Ngoc Dao","orcid":"https://orcid.org/0000-0003-1565-4376"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nhu-Ngoc Dao","raw_affiliation_strings":["Sejong University, Gwangjin-gu, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-1565-4376","affiliations":[{"raw_affiliation_string":"Sejong University, Gwangjin-gu, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079575997","display_name":"Anh-Tien Tran","orcid":"https://orcid.org/0000-0003-4533-7451"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Anh-Tien Tran","raw_affiliation_strings":["Chung-Ang University, Dongjak-gu, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Dongjak-gu, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076303094","display_name":"Ngo Hoang Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I118373667","display_name":"Seoul National University of Science and Technology","ror":"https://ror.org/00chfja07","country_code":"KR","type":"education","lineage":["https://openalex.org/I118373667"]},{"id":"https://openalex.org/I120089902","display_name":"Ho Chi Minh City University of Transport","ror":"https://ror.org/011c0vt04","country_code":"VN","type":"education","lineage":["https://openalex.org/I120089902"]}],"countries":["KR","VN"],"is_corresponding":false,"raw_author_name":"Ngo Hoang Tu","raw_affiliation_strings":["Seoul National University of Science and Technology, South Korea and Ho Chi Minh City University of Transport, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seoul National University of Science and Technology, South Korea and Ho Chi Minh City University of Transport, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I118373667","https://openalex.org/I120089902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101974595","display_name":"Tran Thien Thanh","orcid":"https://orcid.org/0000-0002-1692-289X"},"institutions":[{"id":"https://openalex.org/I120089902","display_name":"Ho Chi Minh City University of Transport","ror":"https://ror.org/011c0vt04","country_code":"VN","type":"education","lineage":["https://openalex.org/I120089902"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Thien Thanh","raw_affiliation_strings":["Ho Chi Minh City University of Transport, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ho Chi Minh City University of Transport, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I120089902"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004083201","display_name":"Vo Nguyen Quoc Bao","orcid":"https://orcid.org/0000-0002-1791-6467"},"institutions":[{"id":"https://openalex.org/I4210095603","display_name":"Vietnam Posts and Telecommunications Group (Vietnam)","ror":"https://ror.org/00q0e7f94","country_code":"VN","type":"company","lineage":["https://openalex.org/I4210095603"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vo Nguyen Quoc Bao","raw_affiliation_strings":["Posts and Telecommunications Institute of Technology, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Posts and Telecommunications Institute of Technology, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210095603"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041978875","display_name":"Sungrae Cho","orcid":"https://orcid.org/0000-0003-1879-688X"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungrae Cho","raw_affiliation_strings":["Chung-Ang University, Dongjak-gu, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung-Ang University, Dongjak-gu, Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.6161,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.96382882,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"54","issue":"10s","first_page":"1","last_page":"38"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":1.0,"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":1.0,"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":0.995199978351593,"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"}},{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9943000078201294,"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":0.8864195346832275},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5927450656890869},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.558846652507782},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5448125004768372},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5428324937820435},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5037524104118347},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.47385790944099426},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.46689996123313904},{"id":"https://openalex.org/keywords/live-streaming","display_name":"Live streaming","score":0.45287737250328064},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4129788279533386},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4126075804233551},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.29981324076652527},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24968570470809937},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23316895961761475},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10689043998718262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8864195346832275},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5927450656890869},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.558846652507782},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5448125004768372},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5428324937820435},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5037524104118347},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.47385790944099426},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.46689996123313904},{"id":"https://openalex.org/C2776741261","wikidata":"https://www.wikidata.org/wiki/Q3027665","display_name":"Live streaming","level":2,"score":0.45287737250328064},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4129788279533386},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4126075804233551},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.29981324076652527},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24968570470809937},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23316895961761475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10689043998718262},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3519552","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3519552","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1262957587","display_name":"N\u00e2ng cao hi\u1ec7u n\u0103ng b\u1ea3o m\u1eadt l\u1edbp v\u1eadt l\u00fd trong m\u1ea1ng thu th\u1eadp n\u0103ng l\u01b0\u1ee3ng v\u00f4 tuy\u1ebfn","funder_award_id":"102.02-2018.320","funder_id":"https://openalex.org/F4320309617","funder_display_name":"National Foundation for Science and Technology Development"},{"id":"https://openalex.org/G2909171242","display_name":null,"funder_award_id":"NRF-2019R1A2C1090447","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320309617","display_name":"National Foundation for Science and Technology Development","ror":"https://ror.org/04rw64z44"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":129,"referenced_works":["https://openalex.org/W1676168856","https://openalex.org/W1972738071","https://openalex.org/W1986570368","https://openalex.org/W2010769520","https://openalex.org/W2017146017","https://openalex.org/W2030536032","https://openalex.org/W2063979660","https://openalex.org/W2150453038","https://openalex.org/W2204753431","https://openalex.org/W2343888647","https://openalex.org/W2394645292","https://openalex.org/W2468875367","https://openalex.org/W2527972860","https://openalex.org/W2602023803","https://openalex.org/W2618258202","https://openalex.org/W2623483843","https://openalex.org/W2624075665","https://openalex.org/W2624769809","https://openalex.org/W2724256799","https://openalex.org/W2735173535","https://openalex.org/W2735881822","https://openalex.org/W2739447948","https://openalex.org/W2741153940","https://openalex.org/W2741306092","https://openalex.org/W2745537382","https://openalex.org/W2753137771","https://openalex.org/W2761560661","https://openalex.org/W2768257650","https://openalex.org/W2770476457","https://openalex.org/W2780582662","https://openalex.org/W2783098627","https://openalex.org/W2783562033","https://openalex.org/W2788760367","https://openalex.org/W2792618212","https://openalex.org/W2793477562","https://openalex.org/W2802214001","https://openalex.org/W2805044532","https://openalex.org/W2806143500","https://openalex.org/W2808982453","https://openalex.org/W2810011356","https://openalex.org/W2810054667","https://openalex.org/W2884656202","https://openalex.org/W2887117815","https://openalex.org/W2895260138","https://openalex.org/W2896595273","https://openalex.org/W2900629482","https://openalex.org/W2901209667","https://openalex.org/W2905207581","https://openalex.org/W2906364736","https://openalex.org/W2917431861","https://openalex.org/W2917628829","https://openalex.org/W2921608598","https://openalex.org/W2925170008","https://openalex.org/W2931261885","https://openalex.org/W2945910264","https://openalex.org/W2950676737","https://openalex.org/W2951108292","https://openalex.org/W2952192939","https://openalex.org/W2954684697","https://openalex.org/W2958945960","https://openalex.org/W2960466134","https://openalex.org/W2961342702","https://openalex.org/W2963403319","https://openalex.org/W2964631172","https://openalex.org/W2969971691","https://openalex.org/W2971492965","https://openalex.org/W2974904967","https://openalex.org/W2981657066","https://openalex.org/W2985417704","https://openalex.org/W2991085217","https://openalex.org/W2991779680","https://openalex.org/W2993738316","https://openalex.org/W2995519162","https://openalex.org/W2997729188","https://openalex.org/W2999422273","https://openalex.org/W3001264325","https://openalex.org/W3003722005","https://openalex.org/W3008357150","https://openalex.org/W3009760810","https://openalex.org/W3009802958","https://openalex.org/W3012372362","https://openalex.org/W3013914088","https://openalex.org/W3014068862","https://openalex.org/W3015585135","https://openalex.org/W3015801342","https://openalex.org/W3015841032","https://openalex.org/W3021952903","https://openalex.org/W3024890068","https://openalex.org/W3031251081","https://openalex.org/W3033629928","https://openalex.org/W3034067443","https://openalex.org/W3034365816","https://openalex.org/W3035658674","https://openalex.org/W3038145815","https://openalex.org/W3038754372","https://openalex.org/W3039675384","https://openalex.org/W3044689204","https://openalex.org/W3046106527","https://openalex.org/W3047606501","https://openalex.org/W3080806184","https://openalex.org/W3082786707","https://openalex.org/W3083803191","https://openalex.org/W3088880851","https://openalex.org/W3091391274","https://openalex.org/W3100357905","https://openalex.org/W3101073082","https://openalex.org/W3111674505","https://openalex.org/W3115285659","https://openalex.org/W3119771497","https://openalex.org/W3123221038","https://openalex.org/W3126457971","https://openalex.org/W3128182885","https://openalex.org/W3129458413","https://openalex.org/W3129529447","https://openalex.org/W3132475622","https://openalex.org/W3132609634","https://openalex.org/W3133340445","https://openalex.org/W3162722805","https://openalex.org/W3170293865","https://openalex.org/W4205318119","https://openalex.org/W4234765686","https://openalex.org/W4236921033","https://openalex.org/W4240665534","https://openalex.org/W4242865030","https://openalex.org/W4285537921","https://openalex.org/W4288328217","https://openalex.org/W4292908711","https://openalex.org/W4300543510","https://openalex.org/W6781773919"],"related_works":["https://openalex.org/W4328029402","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W2107956087"],"abstract_inverted_index":{"Live":[0],"video":[1,47,96,123],"streaming":[2,23,97,113,124],"services":[3],"have":[4,143],"experienced":[5],"significant":[6],"growth":[7],"since":[8],"the":[9,41,63,68,107,140],"emergence":[10],"of":[11,71,93,106,121],"social":[12],"networking":[13],"paradigms":[14],"in":[15,145,149,161],"recent":[16],"years.":[17],"In":[18,43],"this":[19,66,162],"scenario,":[20],"adaptive":[21],"bitrate":[22],"communications":[24],"transmitted":[25],"on":[26],"web":[27],"protocols":[28,114],"provide":[29],"a":[30,90,100],"convenient":[31],"and":[32,56,112,130],"cost-efficient":[33],"facility":[34],"to":[35,80,138,157],"serve":[36],"various":[37,72],"multimedia":[38],"platforms":[39],"over":[40],"Internet.":[42],"these":[44],"communication":[45],"models,":[46],"content":[48],"is":[49,115],"delivered":[50],"optimally,":[51],"possibly":[52],"transcoded,":[53],"edited":[54],"automatically,":[55],"cached":[57],"temporarily":[58],"by":[59],"network":[60,73],"elements":[61,74],"along":[62],"path.":[64],"To":[65],"end,":[67],"computational":[69],"capabilities":[70],"are":[75,125,135,155],"considered":[76],"as":[77],"major":[78],"resources":[79],"be":[81],"optimized":[82],"for":[83],"service":[84],"quality":[85],"improvements.":[86],"This":[87],"article":[88],"provides":[89],"contemporary":[91],"survey":[92],"cutting-edge":[94],"live":[95,122],"studies":[98,134],"from":[99],"computation-driven":[101,119],"perspective.":[102],"First,":[103],"an":[104],"overview":[105],"global":[108],"standards,":[109],"system":[110,147],"architectures,":[111],"presented.":[116],"Next,":[117],"hierarchical":[118],"models":[120],"anatomized,":[126],"including":[127],"cloud-,":[128],"edge-,":[129],"peer-to-peer-based":[131],"solutions.":[132],"Cutting-edge":[133],"then":[136],"reviewed":[137],"discover":[139],"advances":[141],"they":[142],"made":[144],"improving":[146],"performance":[148],"multiple":[150],"areas.":[151],"Finally,":[152],"open":[153],"challenges":[154],"presented":[156],"direct":[158],"future":[159],"research":[160],"field.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":8}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
