{"id":"https://openalex.org/W3031674680","doi":"https://doi.org/10.1145/3339825.3394925","title":"An open software for bitstream-based quality prediction in adaptive video streaming","display_name":"An open software for bitstream-based quality prediction in adaptive video streaming","publication_year":2020,"publication_date":"2020-05-27","ids":{"openalex":"https://openalex.org/W3031674680","doi":"https://doi.org/10.1145/3339825.3394925","mag":"3031674680"},"language":"en","primary_location":{"id":"doi:10.1145/3339825.3394925","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339825.3394925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM Multimedia Systems 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/A5057842966","display_name":"Huyen T. T. Tran","orcid":"https://orcid.org/0000-0002-8620-1844"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Huyen T. T. Tran","raw_affiliation_strings":["The University of Aizu, Aizuwakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058742256","display_name":"Duc V. Nguyen","orcid":"https://orcid.org/0000-0003-1122-0650"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Duc Nguyen","raw_affiliation_strings":["The University of Aizu, Aizuwakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078708126","display_name":"Truong Cong Thang","orcid":"https://orcid.org/0000-0002-0923-1927"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Truong Cong Thang","raw_affiliation_strings":["The University of Aizu, Aizuwakamatsu, Japan"],"affiliations":[{"raw_affiliation_string":"The University of Aizu, Aizuwakamatsu, Japan","institution_ids":["https://openalex.org/I141591182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057842966"],"corresponding_institution_ids":["https://openalex.org/I141591182"],"apc_list":null,"apc_paid":null,"fwci":0.6839,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.71264368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"225","last_page":"230"},"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":0.9966999888420105,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9937000274658203,"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":0.8799947500228882},{"id":"https://openalex.org/keywords/bitstream","display_name":"Bitstream","score":0.8585370779037476},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.8079229593276978},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.6314360499382019},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5910413265228271},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5877037048339844},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5846410393714905},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5644366145133972},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5296696424484253},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4696207344532013},{"id":"https://openalex.org/keywords/reference-software","display_name":"Reference software","score":0.45107027888298035},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.4359772801399231},{"id":"https://openalex.org/keywords/open-source-software","display_name":"Open source software","score":0.4200224280357361},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35211390256881714},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.16494673490524292},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16393592953681946},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.15195798873901367},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12914398312568665},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.12439355254173279},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1089119017124176},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.09515634179115295}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8799947500228882},{"id":"https://openalex.org/C136695289","wikidata":"https://www.wikidata.org/wiki/Q415568","display_name":"Bitstream","level":3,"score":0.8585370779037476},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.8079229593276978},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.6314360499382019},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5910413265228271},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5877037048339844},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5846410393714905},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5644366145133972},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5296696424484253},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4696207344532013},{"id":"https://openalex.org/C2776493296","wikidata":"https://www.wikidata.org/wiki/Q7307150","display_name":"Reference software","level":3,"score":0.45107027888298035},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.4359772801399231},{"id":"https://openalex.org/C2988343187","wikidata":"https://www.wikidata.org/wiki/Q1130645","display_name":"Open source software","level":3,"score":0.4200224280357361},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35211390256881714},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.16494673490524292},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16393592953681946},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.15195798873901367},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12914398312568665},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.12439355254173279},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1089119017124176},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.09515634179115295},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3339825.3394925","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3339825.3394925","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th ACM Multimedia Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W648871171","https://openalex.org/W1522301498","https://openalex.org/W1982732426","https://openalex.org/W1986570368","https://openalex.org/W2132549992","https://openalex.org/W2185105561","https://openalex.org/W2296528793","https://openalex.org/W2411863134","https://openalex.org/W2508100237","https://openalex.org/W2731412463","https://openalex.org/W2793889002","https://openalex.org/W2800873232","https://openalex.org/W2810598854","https://openalex.org/W2885379198","https://openalex.org/W2963552000","https://openalex.org/W2971764882","https://openalex.org/W2997214666","https://openalex.org/W4239313818"],"related_works":["https://openalex.org/W4285235117","https://openalex.org/W2960369171","https://openalex.org/W2061256681","https://openalex.org/W2056851291","https://openalex.org/W2011059428","https://openalex.org/W2592064417","https://openalex.org/W2068574957","https://openalex.org/W2076066421","https://openalex.org/W2783072487","https://openalex.org/W2911902392"],"abstract_inverted_index":{"HTTP":[0],"Adaptive":[1],"Streaming":[2],"(HAS)":[3],"has":[4,120],"become":[5],"a":[6,30,40,53,77],"popular":[7],"solution":[8],"for":[9],"multimedia":[10],"delivery":[11],"nowadays.":[12],"However,":[13],"because":[14],"of":[15,52,60,88],"throughput":[16],"fluctuations,":[17],"video":[18],"quality":[19,51,61,87],"may":[20,27],"be":[21,101],"dramatically":[22],"varying.":[23],"Also,":[24],"stalling":[25,64],"events":[26],"occur":[28],"during":[29],"streaming":[31],"session,":[32],"causing":[33],"negative":[34],"impacts":[35,59],"on":[36,95],"user":[37],"experience.":[38],"Therefore,":[39],"main":[41],"challenge":[42],"in":[43,104],"HAS":[44,89],"is":[45,93,110],"how":[46],"to":[47,83,124],"evaluate":[48],"the":[49,58,85,125],"overall":[50,86],"session":[54],"taking":[55],"into":[56],"account":[57],"variations":[62],"and":[63],"events.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69],"present":[70],"an":[71],"open":[72],"software,":[73],"called":[74],"BiQPS,":[75],"using":[76],"Long-Short":[78],"Term":[79],"Memory":[80],"(LSTM)":[81],"network":[82],"predict":[84],"sessions.":[90],"The":[91],"prediction":[92],"based":[94],"bitstream-level":[96],"parameters,":[97],"so":[98],"it":[99,109],"can":[100],"directly":[102],"applied":[103],"practice.":[105],"Through":[106],"experiment":[107],"results,":[108],"found":[111],"that":[112],"BiQPS":[113],"outperforms":[114],"four":[115],"existing":[116],"models.":[117],"Our":[118],"software":[119],"been":[121],"made":[122],"available":[123],"public":[126],"at":[127],"https://github.com/TranHuyen1191/BiQPS.":[128]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}