{"id":"https://openalex.org/W2340225076","doi":"https://doi.org/10.1145/2896387.2896428","title":"Scheduling of Optimal DASH Streaming","display_name":"Scheduling of Optimal DASH Streaming","publication_year":2016,"publication_date":"2016-03-22","ids":{"openalex":"https://openalex.org/W2340225076","doi":"https://doi.org/10.1145/2896387.2896428","mag":"2340225076"},"language":"en","primary_location":{"id":"doi:10.1145/2896387.2896428","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896387.2896428","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2896428&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of things and Cloud Computing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2896428&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102019706","display_name":"Yuchi Liu","orcid":"https://orcid.org/0000-0001-9061-6180"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Chi Liu","raw_affiliation_strings":["National Taiwan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083153241","display_name":"Wei-Chun Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wei-Chun Chung","raw_affiliation_strings":["Institute of Information Science, Academia Sinica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001067457","display_name":"Meng\u2010Huang Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I14140830","display_name":"Shih Chien University","ror":"https://ror.org/01c3hyk82","country_code":"TW","type":"education","lineage":["https://openalex.org/I14140830"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Meng-Huang Lee","raw_affiliation_strings":["Shih Chien University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shih Chien University","institution_ids":["https://openalex.org/I14140830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044954920","display_name":"Kuan-Jen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuan-Jen Wang","raw_affiliation_strings":["Fu Jen Catholic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fu Jen Catholic University","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103349260","display_name":"Shin-Hung Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I114150738","display_name":"Fu Jen Catholic University","ror":"https://ror.org/04je98850","country_code":"TW","type":"education","lineage":["https://openalex.org/I114150738"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shin-Hung Chang","raw_affiliation_strings":["Fu Jen Catholic University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fu Jen Catholic University","institution_ids":["https://openalex.org/I114150738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066940243","display_name":"Chi\u2010Jen Wu","orcid":"https://orcid.org/0000-0002-6468-0952"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Jen Wu","raw_affiliation_strings":["Institute of Information Science, Academia Sinica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica","institution_ids":["https://openalex.org/I4210098366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043595446","display_name":"Ray-I Chang","orcid":"https://orcid.org/0000-0002-8737-7227"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ray-I Chang","raw_affiliation_strings":["National Taiwan University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051317071","display_name":"Jan-Ming Ho","orcid":"https://orcid.org/0000-0002-2432-8233"},"institutions":[{"id":"https://openalex.org/I4210098366","display_name":"Institute of Information Science, Academia Sinica","ror":"https://ror.org/00z83z196","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210098366","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jan-Ming Ho","raw_affiliation_strings":["Institute of Information Science, Academia Sinica"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Science, Academia Sinica","institution_ids":["https://openalex.org/I4210098366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.338,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64825237,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9991999864578247,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9972000122070312,"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":0.8505973815917969},{"id":"https://openalex.org/keywords/dynamic-adaptive-streaming-over-http","display_name":"Dynamic Adaptive Streaming over HTTP","score":0.8056495189666748},{"id":"https://openalex.org/keywords/dash","display_name":"Dash","score":0.7095174193382263},{"id":"https://openalex.org/keywords/digital-subscriber-line","display_name":"Digital subscriber line","score":0.6277243494987488},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5828161835670471},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5586487054824829},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5428722500801086},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5357106924057007},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4350973665714264},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.43458855152130127},{"id":"https://openalex.org/keywords/iptv","display_name":"IPTV","score":0.4306095838546753},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4267125725746155},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.42354580760002136},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4027497172355652},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2318638265132904},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12826406955718994},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0854354202747345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505973815917969},{"id":"https://openalex.org/C2777588599","wikidata":"https://www.wikidata.org/wiki/Q135299","display_name":"Dynamic Adaptive Streaming over HTTP","level":4,"score":0.8056495189666748},{"id":"https://openalex.org/C2776090536","wikidata":"https://www.wikidata.org/wiki/Q187819","display_name":"Dash","level":2,"score":0.7095174193382263},{"id":"https://openalex.org/C201374245","wikidata":"https://www.wikidata.org/wiki/Q104534","display_name":"Digital subscriber line","level":2,"score":0.6277243494987488},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5828161835670471},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5586487054824829},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5428722500801086},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5357106924057007},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4350973665714264},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.43458855152130127},{"id":"https://openalex.org/C2776855496","wikidata":"https://www.wikidata.org/wiki/Q177518","display_name":"IPTV","level":2,"score":0.4306095838546753},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4267125725746155},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.42354580760002136},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4027497172355652},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2318638265132904},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12826406955718994},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0854354202747345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2896387.2896428","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896387.2896428","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2896428&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of things and Cloud Computing","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2896387.2896428","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2896387.2896428","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2896428&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Internet of things and Cloud Computing","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G522915841","display_name":null,"funder_award_id":"102-2221","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6863194314","display_name":null,"funder_award_id":"MOST 102-","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G6959894251","display_name":null,"funder_award_id":"102-2221-E-001-013- MY3, 102-2410--002-170-MY3, 104-2627-E-002-005","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G8982693484","display_name":null,"funder_award_id":"2410-H-002","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320321041","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784"},{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2340225076.pdf","grobid_xml":"https://content.openalex.org/works/W2340225076.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W604006164","https://openalex.org/W1909479586","https://openalex.org/W1972191802","https://openalex.org/W1980730274","https://openalex.org/W1995283226","https://openalex.org/W2010416828","https://openalex.org/W2012182411","https://openalex.org/W2025055035","https://openalex.org/W2027958791","https://openalex.org/W2033444474","https://openalex.org/W2049442055","https://openalex.org/W2061700262","https://openalex.org/W2064793449","https://openalex.org/W2073807738","https://openalex.org/W2081655377","https://openalex.org/W2100352592","https://openalex.org/W2104644670","https://openalex.org/W2127034683","https://openalex.org/W2158542147","https://openalex.org/W2162572433","https://openalex.org/W3104001074","https://openalex.org/W3105032854"],"related_works":["https://openalex.org/W1561014352","https://openalex.org/W1962149684","https://openalex.org/W1602942905","https://openalex.org/W2772289118","https://openalex.org/W2775175000","https://openalex.org/W2028643315","https://openalex.org/W2354113885","https://openalex.org/W2123429490","https://openalex.org/W2724255592","https://openalex.org/W3163713546"],"abstract_inverted_index":{"DASH":[0,17],"(Dynamic":[1],"Adaptive":[2],"Streaming":[3],"over":[4,20],"HTTP)":[5],"is":[6],"now":[7],"the":[8,49,53,73,84,89,110,115,120,134],"most":[9],"popular":[10],"standard":[11],"in":[12],"video":[13,18],"streaming.":[14],"For":[15],"supporting":[16],"transmission":[19,38,43,121],"residential":[21],"networks":[22],"with":[23,94,99],"small":[24],"bandwidth":[25],"variation":[26],"(such":[27],"as":[28,60,128,130],"DSL":[29],"based":[30],"network":[31],"for":[32,80,132],"IPTV),":[33],"we":[34],"design":[35],"an":[36,46],"optimal":[37],"schedule,":[39],"L2H.":[40,90],"Given":[41],"a":[42],"rate":[44,67,74],"and":[45,70],"initial":[47],"delay,":[48],"schedule":[50,122],"can":[51,118],"optimize":[52],"QoE":[54,105],"(quality":[55],"of":[56,66,72,83],"experience)":[57],"metrics":[58],"such":[59],"rebuffering,":[61],"lexicographically":[62],"maximal":[63],"resolution,":[64],"number":[65],"switching":[68],"events,":[69],"smoothness":[71],"change.":[75],"We":[76],"further":[77],"present":[78],"L2HB":[79,91],"considering":[81],"usage":[82],"system":[85,111],"buffer":[86,112],"when":[87,97],"applying":[88],"comes":[92],"up":[93],"its":[95],"benefit":[96],"comparing":[98],"other":[100],"research":[101],"work":[102],"by":[103,108],"objective":[104],"evaluations.":[106],"Besides,":[107],"introducing":[109],"size":[113],"constraint,":[114],"proposed":[116],"algorithm":[117],"control":[119],"to":[123,136],"let":[124],"highest-resolution":[125],"segments":[126],"appear":[127],"soon":[129],"possible":[131],"prompting":[133],"users":[135],"stay":[137],"tuned.":[138]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}