{"id":"https://openalex.org/W2742251916","doi":"https://doi.org/10.23919/tma.2017.8002920","title":"MIMIC: Using passive network measurements to estimate HTTP-based adaptive video QoE metrics","display_name":"MIMIC: Using passive network measurements to estimate HTTP-based adaptive video QoE metrics","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2742251916","doi":"https://doi.org/10.23919/tma.2017.8002920","mag":"2742251916"},"language":"en","primary_location":{"id":"doi:10.23919/tma.2017.8002920","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma.2017.8002920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Network Traffic Measurement and Analysis Conference (TMA)","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/A5063502119","display_name":"Tarun Mangla","orcid":"https://orcid.org/0000-0001-9016-9931"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tarun Mangla","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070242692","display_name":"Emir Halepovic","orcid":"https://orcid.org/0009-0000-3384-7134"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emir Halepovic","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011035030","display_name":"Mostafa Ammar","orcid":"https://orcid.org/0000-0003-2803-300X"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mostafa Ammar","raw_affiliation_strings":["Georgia Institute of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046123988","display_name":"Ellen Zegura","orcid":"https://orcid.org/0000-0002-4756-1759"},"institutions":[{"id":"https://openalex.org/I1283103587","display_name":"AT&T (United States)","ror":"https://ror.org/02bbd5539","country_code":"US","type":"company","lineage":["https://openalex.org/I1283103587"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ellen Zegura","raw_affiliation_strings":["AT&T Labs Research"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AT&T Labs Research","institution_ids":["https://openalex.org/I1283103587"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2932,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.88175676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"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":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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10741","display_name":"Video Coding and Compression Technologies","score":0.9936000108718872,"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":0.8586864471435547},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.7649058103561401},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6717456579208374},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.5572242140769958},{"id":"https://openalex.org/keywords/video-quality","display_name":"Video quality","score":0.5415006875991821},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5074858069419861},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49548304080963135},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.48815232515335083},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.46876758337020874},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4558925926685333},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.44891977310180664},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.20134767889976501},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09201601147651672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8586864471435547},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.7649058103561401},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6717456579208374},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.5572242140769958},{"id":"https://openalex.org/C103910844","wikidata":"https://www.wikidata.org/wiki/Q2631256","display_name":"Video quality","level":3,"score":0.5415006875991821},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5074858069419861},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49548304080963135},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48815232515335083},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.46876758337020874},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4558925926685333},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.44891977310180664},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.20134767889976501},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09201601147651672},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/tma.2017.8002920","is_oa":false,"landing_page_url":"https://doi.org/10.23919/tma.2017.8002920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Network Traffic Measurement and Analysis Conference (TMA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1964211343","https://openalex.org/W1991312813","https://openalex.org/W2005612074","https://openalex.org/W2026549660","https://openalex.org/W2032715066","https://openalex.org/W2112558423","https://openalex.org/W2152569540","https://openalex.org/W2156133547","https://openalex.org/W2185105561","https://openalex.org/W2555248751","https://openalex.org/W4250255224"],"related_works":["https://openalex.org/W2883239366","https://openalex.org/W1543922763","https://openalex.org/W3127182254","https://openalex.org/W1971541619","https://openalex.org/W2737069248","https://openalex.org/W2914450980","https://openalex.org/W2542002904","https://openalex.org/W1993691163","https://openalex.org/W1999662728","https://openalex.org/W2053916852"],"abstract_inverted_index":{"HTTP-based":[0],"Adaptive":[1],"Streaming":[2],"(HAS)":[3],"has":[4],"seen":[5],"a":[6,14,91,128,150,160,170,183,218,224,242],"major":[7,161],"growth":[8],"in":[9,144,241],"the":[10,31,40,46,78,122,132,145,177,207],"cellular":[11,41,162],"networks.":[12],"As":[13],"key":[15,106],"application":[16],"and":[17,58,60,115,137,164,193,215],"network":[18,42,56,70,96,157,208],"demand":[19],"driver,":[20],"user-perceived":[21],"Quality":[22],"of":[23,26,48,98,124,153,179,186,190,202,221,227],"Experience":[24],"(QoE)":[25],"video":[27,49,79,101,107,129,172,191,212,237],"streaming":[28,80],"contributes":[29],"to":[30,44,77,103,126,211],"overall":[32],"user":[33,82],"satisfaction.":[34],"Therefore,":[35],"it":[36],"becomes":[37],"critical":[38],"for":[39,188,200],"operators":[43,71],"understand":[45],"QoE":[47,66,108,167,238],"streams.":[50],"It":[51],"can":[52],"help":[53],"with":[54,236],"long-term":[55],"planning":[57],"provisioning":[59],"QoE-aware":[61],"traffic":[62],"management.":[63],"However,":[64],"tracking":[65],"is":[67],"challenging":[68],"as":[69],"do":[72],"not":[73],"have":[74,223],"direct":[75],"access":[76],"apps,":[81],"devices":[83],"or":[84,229],"servers.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89,148,232],"provide":[90],"methodology":[92,140],"that":[93,217],"uses":[94],"passive":[95],"measurements":[97],"unencrypted":[99],"HAS":[100,125],"streams":[102],"estimate":[104],"three":[105],"metrics":[109,168,239],"-":[110],"average":[111,180],"bitrate,":[112],"re-buffering":[113,194],"ratio":[114,195],"bitrate":[116,181],"switches.":[117],"Our":[118],"approach":[119,155],"relies":[120],"on":[121,131],"semantics":[123],"model":[127],"session":[130],"client.":[133],"We":[134,174,204],"first":[135],"develop":[136],"validate":[138],"our":[139,154],"through":[141],"controlled":[142],"experiments":[143],"lab.":[146],"Then,":[147],"conduct":[149],"large-scale":[151,243],"validation":[152],"using":[156],"data":[158],"from":[159,169],"operator":[163],"ground":[165],"truth":[166],"large":[171],"service.":[173],"accurately":[175],"predict":[176],"value":[178],"within":[182,196],"relative":[184],"error":[185],"10%":[187],"70%-90%":[189],"sessions":[192,222],"1":[197],"percentage":[198],"point":[199],"65-90%":[201],"sessions.":[203],"further":[205],"quantify":[206],"overhead":[209,226],"due":[210],"chunk":[213],"replacement":[214],"observe":[216],"significant":[219],"number":[220],"high":[225],"20%":[228],"more.":[230],"Finally,":[231],"highlight":[233],"several":[234],"challenges":[235],"estimation":[240],"monitoring":[244],"system.":[245]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
