{"id":"https://openalex.org/W3108418206","doi":"https://doi.org/10.1109/tmc.2020.3036707","title":"Trace-Driven Optimization on Bitrate Adaptation for Mobile Video Streaming","display_name":"Trace-Driven Optimization on Bitrate Adaptation for Mobile Video Streaming","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W3108418206","doi":"https://doi.org/10.1109/tmc.2020.3036707","mag":"3108418206"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2020.3036707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2020.3036707","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","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/A5065113958","display_name":"Chunyu Qiao","orcid":"https://orcid.org/0000-0002-6663-444X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyu Qiao","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6663-444X","affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100357060","display_name":"Gen Li","orcid":"https://orcid.org/0009-0005-9782-7649"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gen Li","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625585","display_name":"Qiang Ma","orcid":"https://orcid.org/0000-0001-5791-1890"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Ma","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101446678","display_name":"Jiliang Wang","orcid":"https://orcid.org/0000-0003-1464-3245"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiliang Wang","raw_affiliation_strings":["School of Software, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101877973","display_name":"Yunhao Liu","orcid":"https://orcid.org/0000-0001-8052-9200"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhao Liu","raw_affiliation_strings":["Department of Automation and the Global Innovation eXchange (GIX), Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation and the Global Innovation eXchange (GIX), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.575,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.69521372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"21","issue":"6","first_page":"2243","last_page":"2256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9976999759674072,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8700076937675476},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.7585909366607666},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5908917188644409},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.5908402800559998},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5694699287414551},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5391005277633667},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.520696222782135},{"id":"https://openalex.org/keywords/transcoding","display_name":"Transcoding","score":0.44969233870506287},{"id":"https://openalex.org/keywords/real-time-streaming-protocol","display_name":"Real Time Streaming Protocol","score":0.42292797565460205},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.21710222959518433},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.17578470706939697},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10722047090530396},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09311214089393616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8700076937675476},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7585909366607666},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5908917188644409},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.5908402800559998},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5694699287414551},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5391005277633667},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.520696222782135},{"id":"https://openalex.org/C134535813","wikidata":"https://www.wikidata.org/wiki/Q1888734","display_name":"Transcoding","level":2,"score":0.44969233870506287},{"id":"https://openalex.org/C110738861","wikidata":"https://www.wikidata.org/wiki/Q682598","display_name":"Real Time Streaming Protocol","level":3,"score":0.42292797565460205},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.21710222959518433},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.17578470706939697},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10722047090530396},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09311214089393616},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2020.3036707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2020.3036707","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G3148828973","display_name":null,"funder_award_id":"61722210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6041679325","display_name":null,"funder_award_id":"61532012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8431760780","display_name":null,"funder_award_id":"61932013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W958993015","https://openalex.org/W1483365869","https://openalex.org/W1976944900","https://openalex.org/W2048784888","https://openalex.org/W2050600889","https://openalex.org/W2055165550","https://openalex.org/W2101073874","https://openalex.org/W2101234009","https://openalex.org/W2115363289","https://openalex.org/W2168005380","https://openalex.org/W2482797934","https://openalex.org/W2625912177","https://openalex.org/W2744628735","https://openalex.org/W2849781392","https://openalex.org/W2897607192","https://openalex.org/W2906364736","https://openalex.org/W2963191323","https://openalex.org/W3160502863","https://openalex.org/W3163791259","https://openalex.org/W3163885138","https://openalex.org/W4210927208","https://openalex.org/W6625011176","https://openalex.org/W6628808406","https://openalex.org/W6637572315","https://openalex.org/W6638163082","https://openalex.org/W6675354045"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2359384769","https://openalex.org/W2171408034","https://openalex.org/W2136286070","https://openalex.org/W1969215655","https://openalex.org/W3003320923","https://openalex.org/W2293663088","https://openalex.org/W4366734795","https://openalex.org/W3081285361","https://openalex.org/W1988871691"],"abstract_inverted_index":{"Mobile":[0],"video":[1,19,40,64,159],"streaming":[2,65,160],"occupies":[3],"three-quarters":[4],"of":[5,12,72,79,110,132],"today's":[6],"cellular":[7,73,83],"network":[8,30,70,88],"traffic.":[9],"The":[10],"quality":[11],"mobile":[13,63,158],"videos":[14],"becomes":[15],"increasingly":[16],"important":[17],"for":[18,62,91,129,154],"providers":[20],"to":[21,38,67,124,179],"attract":[22],"more":[23],"users.":[24],"For":[25],"example,":[26],"they":[27],"invest":[28],"in":[29,95,102,112,151,164],"bandwidth":[31],"resources":[32],"and":[33,55,100,138],"conduct":[34],"adaptive":[35,43],"bitrate":[36,44],"techniques":[37],"improve":[39],"quality.":[41],"Prior":[42],"(ABR)":[45],"algorithms":[46],"perform":[47,60],"well":[48],"under":[49,82,161],"given":[50],"throughput":[51,80,89,128,162,175],"traces":[52,81,90,163],"on":[53,174],"broadband":[54],"WiFi":[56],"networks.":[57,74],"They":[58],"may":[59],"poorly":[61],"due":[66],"the":[68,77,106,113,142],"high":[69],"dynamics":[71],"To":[75],"study":[76],"properties":[78],"networks,":[84],"we":[85,116],"collect":[86],"4G":[87],"over":[92,192],"four":[93],"months":[94],"two":[96],"large":[97],"cities,":[98],"Beijing":[99],"Suzhou":[101],"China.":[103],"We":[104,134],"derive":[105],"environment-specific":[107],"Markov":[108],"property":[109],"throughputs":[111],"dataset.":[114],"Accordingly,":[115],"propose":[117],"NEIVA,":[118],"an":[119],"environment":[120],"identification":[121],"based":[122],"technique":[123],"adaptively":[125],"predict":[126],"future":[127],"different":[130],"types":[131],"environments.":[133],"also":[135],"implement":[136],"NEIVA":[137,167,183],"integrate":[139],"it":[140],"with":[141,194],"state-of-the-art":[143],"ABR":[144],"algorithm,":[145],"model":[146],"predictive":[147],"control":[148],"(MPC)":[149],"approach":[150],"our":[152,165],"testbed":[153],"experiments.":[155],"By":[156],"emulating":[157],"dataset,":[166],"achieves":[168,184],"20":[169,187],"-":[170,186],"25":[171],"percent":[172,188],"improvement":[173,191],"prediction":[176],"accuracy":[177],"comparing":[178],"baseline":[180,195],"predictors.":[181,196],"Meanwhile,":[182],"11":[185],"user":[189],"QoE":[190],"MPC":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
