{"id":"https://openalex.org/W4224223026","doi":"https://doi.org/10.1109/icin53892.2022.9758123","title":"Machine Learning-based End-to-End QoE Monitoring Using Active Network Probing","display_name":"Machine Learning-based End-to-End QoE Monitoring Using Active Network Probing","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4224223026","doi":"https://doi.org/10.1109/icin53892.2022.9758123"},"language":"en","primary_location":{"id":"doi:10.1109/icin53892.2022.9758123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin53892.2022.9758123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)","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/A5089488973","display_name":"Gilson Miranda","orcid":"https://orcid.org/0000-0002-4023-2629"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]},{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE","BR"],"is_corresponding":true,"raw_author_name":"Gilson Miranda","raw_affiliation_strings":["University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","Computer Science Department, Universidade Federal de Minas Gerais, Minas Gerais, Brazil","IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"Computer Science Department, Universidade Federal de Minas Gerais, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026047203","display_name":"Esteban Municio","orcid":"https://orcid.org/0000-0002-9865-2538"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Esteban Municio","raw_affiliation_strings":["University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013277995","display_name":"Johann M. M\u00e1rquez-Barja","orcid":"https://orcid.org/0000-0001-5660-3597"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johann M. Marquez-Barja","raw_affiliation_strings":["University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium"],"affiliations":[{"raw_affiliation_string":"University of Antwerp - imec,IDLab, Faculty of Applied Engineering,Antwerp,Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"IDLab, Faculty of Applied Engineering, University of Antwerp - imec, Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052456714","display_name":"Daniel F. Macedo","orcid":"https://orcid.org/0000-0001-6668-4175"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daniel Fernandes Macedo","raw_affiliation_strings":["Universidade Federal de Minas Gerais,Computer Science Department,Minas Gerais,Brazil","Computer Science Department, Universidade Federal de Minas Gerais, Minas Gerais, Brazil"],"affiliations":[{"raw_affiliation_string":"Universidade Federal de Minas Gerais,Computer Science Department,Minas Gerais,Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Computer Science Department, Universidade Federal de Minas Gerais, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089488973"],"corresponding_institution_ids":["https://openalex.org/I110200422","https://openalex.org/I149213910"],"apc_list":null,"apc_paid":null,"fwci":0.604,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65823068,"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":"40","last_page":"47"},"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":0.9988999962806702,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8180797100067139},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.7427480220794678},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.7215217351913452},{"id":"https://openalex.org/keywords/end-user","display_name":"End user","score":0.6709079742431641},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5780816078186035},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5489414930343628},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4938729405403137},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4597627520561218},{"id":"https://openalex.org/keywords/deep-packet-inspection","display_name":"Deep packet inspection","score":0.4519500434398651},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4266253113746643},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.41508686542510986},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4125481843948364},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3551812171936035},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17902708053588867},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.10910296440124512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180797100067139},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.7427480220794678},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.7215217351913452},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.6709079742431641},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5780816078186035},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5489414930343628},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4938729405403137},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4597627520561218},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.4519500434398651},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4266253113746643},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.41508686542510986},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4125481843948364},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3551812171936035},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17902708053588867},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.10910296440124512},{"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icin53892.2022.9758123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin53892.2022.9758123","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 25th Conference on Innovation in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1496659747","https://openalex.org/W1660230411","https://openalex.org/W1978984614","https://openalex.org/W1986570368","https://openalex.org/W2009005141","https://openalex.org/W2021434061","https://openalex.org/W2022359415","https://openalex.org/W2183642108","https://openalex.org/W2202090419","https://openalex.org/W2291533962","https://openalex.org/W2295598076","https://openalex.org/W2331829983","https://openalex.org/W2529704961","https://openalex.org/W2583804138","https://openalex.org/W2731412463","https://openalex.org/W2839047802","https://openalex.org/W2889485247","https://openalex.org/W2921769405","https://openalex.org/W2935899418","https://openalex.org/W2964526105","https://openalex.org/W3019158065","https://openalex.org/W3108059512","https://openalex.org/W3195229881","https://openalex.org/W4237502535","https://openalex.org/W6636967860"],"related_works":["https://openalex.org/W2070965131","https://openalex.org/W1913547905","https://openalex.org/W2100841273","https://openalex.org/W170497149","https://openalex.org/W2189321544","https://openalex.org/W2105270543","https://openalex.org/W4224223026","https://openalex.org/W2051024367","https://openalex.org/W2068571210","https://openalex.org/W2917728452"],"abstract_inverted_index":{"Video":[0],"on":[1,12,71],"Demand":[2],"(VoD)":[3],"is":[4,31,101],"responsible":[5],"for":[6,111,155],"a":[7,91,125],"significant":[8],"amount":[9],"of":[10,50,56,59,134,142,173],"traffic":[11],"IP":[13],"networks.":[14],"To":[15],"meet":[16],"users&#x0027;":[17],"expectations,":[18],"network":[19,48,105,113],"operators":[20],"need":[21],"means":[22],"to":[23,26,35,38,93,160],"monitor":[24,66],"and":[25,107,149,167,171,176],"identify":[27,166],"when":[28],"service":[29],"quality":[30],"degraded":[32],"in":[33,44,180],"order":[34],"take":[36],"actions":[37],"avoid":[39],"customer":[40],"churn.":[41],"Many":[42],"proposals":[43],"the":[45,131,140,169],"literature":[46],"correlate":[47],"Quality":[49,58],"Service":[51],"(QoS)":[52],"metrics":[53],"with":[54],"indicators":[55],"user":[57],"Experience":[60],"(QoE).":[61],"However,":[62],"most":[63],"solutions":[64],"cannot":[65],"end-to-end":[67,112,157],"conditions":[68],"without":[69],"modification":[70],"video":[72],"player":[73],"applications":[74],"or":[75],"require":[76],"deep":[77],"packet":[78],"inspection":[79],"techniques,":[80],"which":[81,100],"may":[82],"raise":[83],"privacy":[84],"issues.":[85],"In":[86,115],"previous":[87,121],"work,":[88,117],"we":[89,118,165],"proposed":[90],"method":[92,122],"estimate":[94],"QoE":[95,135],"using":[96,146],"active":[97],"ICMP":[98],"probing,":[99],"widely":[102],"supported":[103],"by":[104,123,145],"devices":[106],"can":[108],"be":[109],"used":[110],"measurements.":[114],"this":[116],"improve":[119],"our":[120,143,153,174],"adding":[124],"secondary":[126],"model":[127],"that":[128],"operates":[129],"over":[130],"first":[132],"step":[133],"inferences.":[136],"We":[137],"also":[138],"extend":[139],"evaluation":[141],"approach":[144],"two":[147],"wireless":[148],"wired":[150],"testbeds,":[151],"reporting":[152],"results":[154],"different":[156],"setups":[158],"subject":[159],"distinct":[161],"connectivity":[162],"conditions.":[163],"Finally,":[164],"discuss":[168],"advantages":[170],"limitations":[172],"methods":[175],"assess":[177],"their":[178],"suitability":[179],"real-world":[181],"production":[182],"deployments.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
