{"id":"https://openalex.org/W2291264275","doi":"https://doi.org/10.1109/glocomw.2015.7414212","title":"Joint Routing and Layer Selecting for Scalable Video Transmission in SDN","display_name":"Joint Routing and Layer Selecting for Scalable Video Transmission in SDN","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2291264275","doi":"https://doi.org/10.1109/glocomw.2015.7414212","mag":"2291264275"},"language":"en","primary_location":{"id":"doi:10.1109/glocomw.2015.7414212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2015.7414212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Globecom Workshops (GC Wkshps)","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/A5101693309","display_name":"Yang Yue","orcid":"https://orcid.org/0009-0009-3195-8442"},"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":true,"raw_author_name":"Yang Yue","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016656803","display_name":"Yongyi Ran","orcid":"https://orcid.org/0000-0002-3200-1409"},"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":"Yongyi Ran","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045720734","display_name":"Shuangwu Chen","orcid":"https://orcid.org/0000-0003-2817-9738"},"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":"Shuangwu Chen","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101425964","display_name":"Bowen Yang","orcid":"https://orcid.org/0000-0002-3309-8759"},"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":"Bowen Yang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108634408","display_name":"Long Sun","orcid":null},"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":"Long Sun","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083577000","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-7329-4738"},"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":"Jian Yang","raw_affiliation_strings":["Department of Automation, University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101693309"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":0.7364,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80052595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9984999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8888354301452637},{"id":"https://openalex.org/keywords/scalable-video-coding","display_name":"Scalable Video Coding","score":0.7851914763450623},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.5331256985664368},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5293208956718445},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5070672035217285},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.4760425090789795},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4408716857433319},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4343078136444092},{"id":"https://openalex.org/keywords/packet-loss","display_name":"Packet loss","score":0.4312536418437958},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41650041937828064},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.4156345725059509},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.41533926129341125},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34538620710372925},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3121453523635864}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8888354301452637},{"id":"https://openalex.org/C133529210","wikidata":"https://www.wikidata.org/wiki/Q1076113","display_name":"Scalable Video Coding","level":3,"score":0.7851914763450623},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.5331256985664368},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5293208956718445},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5070672035217285},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.4760425090789795},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4408716857433319},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4343078136444092},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.4312536418437958},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41650041937828064},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.4156345725059509},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.41533926129341125},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34538620710372925},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3121453523635864},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocomw.2015.7414212","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocomw.2015.7414212","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Globecom Workshops (GC Wkshps)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.41999998688697815,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1871367359","https://openalex.org/W1995676904","https://openalex.org/W2073885534","https://openalex.org/W2083767059","https://openalex.org/W2098465579","https://openalex.org/W2108773869","https://openalex.org/W2119567691","https://openalex.org/W2121863487","https://openalex.org/W2137979229","https://openalex.org/W2172073677","https://openalex.org/W4214717370","https://openalex.org/W4298023569"],"related_works":["https://openalex.org/W3010597848","https://openalex.org/W2172073677","https://openalex.org/W1995676904","https://openalex.org/W2782912928","https://openalex.org/W2890729683","https://openalex.org/W2188781441","https://openalex.org/W2072160414","https://openalex.org/W2947416016","https://openalex.org/W2073885534","https://openalex.org/W2094677112","https://openalex.org/W2144563309","https://openalex.org/W2963050595","https://openalex.org/W1978072274","https://openalex.org/W2963235129","https://openalex.org/W2327082969","https://openalex.org/W2837037815","https://openalex.org/W2160045448","https://openalex.org/W1985424172","https://openalex.org/W2543575105","https://openalex.org/W2890708200"],"abstract_inverted_index":{"Scalable":[0],"Video":[1],"Coding":[2],"(SVC)":[3],"is":[4,64,99,131,167],"a":[5,14,70,102,134,177],"promising":[6],"technique":[7],"to":[8,36,73,81,125,132,169],"enable":[9],"flexible":[10],"video":[11,25,34,44,79,91],"transmission":[12,26,86],"for":[13,57],"time-varying":[15,112],"available":[16],"bandwidth.":[17],"Most":[18],"of":[19,33,42,78,88,141,150,163,186],"previous":[20],"works":[21],"about":[22],"the":[23,30,40,76,85,111,123,126,138,142,147,164,171,184,187,205,209],"scalable":[24],"independently":[27],"focus":[28],"on":[29],"optimal":[31],"number":[32,77],"layers":[35,80],"be":[37,82],"transmitted":[38,83,143],"or":[39],"routing":[41],"each":[43,89,116],"layer.":[45],"An":[46],"emerging":[47],"network":[48,58],"technology,":[49],"Software":[50],"Defined":[51],"Networking":[52],"(SDN),":[53],"can":[54],"utilize":[55],"application-information":[56],"programming":[59],"so":[60],"that":[61,199],"their":[62],"combination":[63],"available.":[65],"Therefore,":[66],"this":[67],"paper":[68],"proposes":[69],"joint":[71,96,179],"algorithm":[72,201],"concurrently":[74],"decide":[75],"and":[84,146,175],"path":[87],"selected":[90],"layer":[92],"in":[93,115,194,204],"SDN.":[94],"The":[95,128,196],"decision":[97],"problem":[98,174],"formulated":[100],"as":[101],"Markov":[103],"Decision":[104],"Process":[105],"(MDP),":[106],"which":[107,156],"takes":[108],"into":[109],"account":[110],"non-SVC":[113,151],"traffics":[114],"link":[117],"among":[118],"all":[119],"candidate":[120],"paths":[121],"from":[122],"sender":[124],"receiver.":[127],"optimization":[129,173],"objective":[130],"achieve":[133],"good":[135],"tradeoff":[136],"between":[137],"visual":[139],"quality":[140],"SVC":[144],"videos":[145],"packet":[148],"loss":[149],"traffics.":[152],"Finally,":[153],"Q-Learning":[154],"algorithm,":[155],"does":[157],"not":[158],"require":[159],"any":[160],"priori":[161],"information":[162],"transition":[165],"matrix,":[166],"employed":[168],"solve":[170],"MDP":[172],"derives":[176],"dynamic":[178],"control":[180],"strategy.":[181],"To":[182],"verify":[183],"performance":[185],"proposed":[188],"method,":[189],"we":[190],"conduct":[191],"our":[192,200],"experiments":[193],"Mininet.":[195],"results":[197],"demonstrate":[198],"performs":[202],"better":[203],"long-term":[206],"reward":[207],"than":[208],"baseline":[210],"algorithms.":[211]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}