{"id":"https://openalex.org/W4293584637","doi":"https://doi.org/10.1109/globecom48099.2022.10001139","title":"Leveraging Web browsing performance data for network monitoring: a data-driven approach","display_name":"Leveraging Web browsing performance data for network monitoring: a data-driven approach","publication_year":2022,"publication_date":"2022-12-04","ids":{"openalex":"https://openalex.org/W4293584637","doi":"https://doi.org/10.1109/globecom48099.2022.10001139"},"language":"en","primary_location":{"id":"doi:10.1109/globecom48099.2022.10001139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10001139","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5044271765","display_name":"Imane Taibi","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I140141095","display_name":"ING Direct","ror":"https://ror.org/05dwsnj39","country_code":"US","type":"other","lineage":["https://openalex.org/I140141095"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Imane Taibi","raw_affiliation_strings":["Université Rennes 1, Inria, CNRS, IRISA,France","mEasuRing and ManagIng Network operation and Economic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Rennes 1, Inria, CNRS, IRISA,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2802519937"]},{"raw_affiliation_string":"mEasuRing and ManagIng Network operation and Economic","institution_ids":["https://openalex.org/I140141095"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020555624","display_name":"Yassine Hadjadj\u2010Aoul","orcid":"https://orcid.org/0000-0003-4864-4609"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I140141095","display_name":"ING Direct","ror":"https://ror.org/05dwsnj39","country_code":"US","type":"other","lineage":["https://openalex.org/I140141095"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Yassine Hadjadj-Aoul","raw_affiliation_strings":["Université Rennes 1, Inria, CNRS, IRISA,France","mEasuRing and ManagIng Network operation and Economic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Rennes 1, Inria, CNRS, IRISA,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2802519937"]},{"raw_affiliation_string":"mEasuRing and ManagIng Network operation and Economic","institution_ids":["https://openalex.org/I140141095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056895632","display_name":"Chadi Barakat","orcid":"https://orcid.org/0000-0003-2044-1279"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chadi Barakat","raw_affiliation_strings":["Inria, Université Côte d'Azur,France","Design, Implementation and Analysis of Networking Architectures"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Université Côte d'Azur,France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Design, Implementation and Analysis of Networking Architectures","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6121","last_page":"6126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962000250816345,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962000250816345,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.988099992275238,"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":0.7981687784194946},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4334949851036072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981687784194946},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4334949851036072}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom48099.2022.10001139","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom48099.2022.10001139","pdf_url":null,"source":{"id":"https://openalex.org/S4363607705","display_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2022 - 2022 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03763839v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-03763839","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://globecom2022.ieee-globecom.org/","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1575136649","https://openalex.org/W1985471550","https://openalex.org/W1987962850","https://openalex.org/W2024599312","https://openalex.org/W2136876370","https://openalex.org/W2186678329","https://openalex.org/W2278186031","https://openalex.org/W2464900811","https://openalex.org/W2738946621","https://openalex.org/W2782913205","https://openalex.org/W2984400118","https://openalex.org/W3036384733","https://openalex.org/W7036559478"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2087861504","https://openalex.org/W1506282065","https://openalex.org/W184055068","https://openalex.org/W1591904946","https://openalex.org/W2570974996","https://openalex.org/W2354549058","https://openalex.org/W2352406929","https://openalex.org/W2740758804"],"abstract_inverted_index":{"Monitoring":[0],"network":[1,62,72,110,143],"performance":[2,37],"becomes":[3],"crucial":[4],"today":[5],"since":[6],"it":[7,28],"allows":[8],"content":[9],"providers":[10],"to":[11,59,106,119,157,175,182],"ensure":[12],"a":[13,32,89,102,126,168],"good":[14],"quality":[15],"of":[16,24,35,41,84,164],"their":[17],"services":[18],"by":[19],"identifying":[20],"the":[21,30,36,42,54,61,108,162],"root":[22],"causes":[23],"service":[25],"degradation.":[26],"Also,":[27],"gives":[29],"end-user":[31],"better":[33],"understanding":[34],"they":[38],"have":[39,78,88],"(state":[40],"networks).":[43],"A":[44],"widely":[45],"used":[46],"monitoring":[47,144],"technique":[48],"involves":[49],"performing":[50],"measurements":[51,131],"from":[52],"within":[53],"browser":[55,135],"in":[56,117,159],"an":[57,141,155,183],"effort":[58],"capture":[60],"status":[63,111],"as":[64,66],"close":[65],"possible;":[67],"we":[68,100,139],"talk":[69],"about":[70],"Web-based":[71],"monitoring.":[73],"Many":[74],"Web":[75,115,185],"measurement":[76,171],"tools":[77,86],"recently":[79],"been":[80],"proposed,":[81],"however,":[82],"most":[83],"these":[85],"either":[87],"high":[90],"computational":[91],"cost":[92],"or":[93],"exaggeratedly":[94],"consume":[95],"data.":[96],"In":[97],"this":[98],"paper,":[99],"propose":[101],"lightweight":[103],"solution":[104],"able":[105],"estimate":[107],"underlying":[109],"accurately":[112],"and":[113,124,136,172],"perform":[114],"troubleshooting":[116,187],"order":[118],"detect":[120,158],"anomalies.":[121,165],"We":[122,166],"develop":[123],"implement":[125],"distributed":[127],"system":[128],"that":[129],"collects":[130],"at":[132],"both":[133],"levels:":[134],"network.":[137],"Then,":[138],"build":[140],"original":[142],"framework":[145],"based":[146],"on":[147],"Bayesian":[148],"Gaussian":[149],"Mixture":[150],"Models":[151],"(BGMM)":[152],"coupled":[153],"with":[154],"algorithm":[156],"real":[160],"time":[161],"occurrence":[163],"follow":[167],"browser-based":[169],"passive":[170],"data-driven":[173],"approach":[174],"derive":[176],"our":[177],"inference":[178],"models,":[179],"which":[180],"leads":[181],"efficient":[184],"browsing":[186],"solution.":[188]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-08-30T00:00:00"}