{"id":"https://openalex.org/W3154160262","doi":"https://doi.org/10.1109/infocom42981.2021.9488832","title":"Leveraging Website Popularity Differences to Identify Performance Anomalies","display_name":"Leveraging Website Popularity Differences to Identify Performance Anomalies","publication_year":2021,"publication_date":"2021-05-10","ids":{"openalex":"https://openalex.org/W3154160262","doi":"https://doi.org/10.1109/infocom42981.2021.9488832","mag":"3154160262"},"language":"en","primary_location":{"id":"doi:10.1109/infocom42981.2021.9488832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom42981.2021.9488832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03109717","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073752643","display_name":"Giulio Grassi","orcid":"https://orcid.org/0000-0002-5908-6596"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Giulio Grassi","raw_affiliation_strings":["Inria, Paris, France","Middleware on the Move"],"affiliations":[{"raw_affiliation_string":"Inria, Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Middleware on the Move","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058425984","display_name":"Renata Teixeira","orcid":"https://orcid.org/0009-0002-6996-3502"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Renata Teixeira","raw_affiliation_strings":["Inria, Paris, France","Middleware on the Move"],"affiliations":[{"raw_affiliation_string":"Inria, Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Middleware on the Move","institution_ids":[]}]},{"author_position":"middle","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 informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I201841394","display_name":"Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/019tgvf94","country_code":"FR","type":"education","lineage":["https://openalex.org/I201841394"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Chadi Barakat","raw_affiliation_strings":["Universit\u00e9 C\u00f4te d\u2019Azur, Inria, Sophia Antipolis, France","Design, Implementation and Analysis of Networking Architectures"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 C\u00f4te d\u2019Azur, Inria, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I201841394"]},{"raw_affiliation_string":"Design, Implementation and Analysis of Networking Architectures","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064525211","display_name":"Mark Crovella","orcid":"https://orcid.org/0000-0002-5005-7019"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR","US"],"is_corresponding":false,"raw_author_name":"Mark Crovella","raw_affiliation_strings":["Boston University, USA","Computer Science Department [Boston]"],"affiliations":[{"raw_affiliation_string":"Boston University, USA","institution_ids":["https://openalex.org/I111088046"]},{"raw_affiliation_string":"Computer Science Department [Boston]","institution_ids":["https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073752643"],"corresponding_institution_ids":["https://openalex.org/I1326498283"],"apc_list":null,"apc_paid":null,"fwci":0.3056,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57247096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"1435502","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.998199999332428,"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/T12127","display_name":"Software System Performance and Reliability","score":0.998199999332428,"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/T11478","display_name":"Caching and Content Delivery","score":0.9973000288009644,"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/T13553","display_name":"Age of Information Optimization","score":0.9937999844551086,"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/leverage","display_name":"Leverage (statistics)","score":0.7739585041999817},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6971459984779358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6590124368667603},{"id":"https://openalex.org/keywords/revenue","display_name":"Revenue","score":0.5540560483932495},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.418783962726593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18430152535438538},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09438309073448181}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7739585041999817},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6971459984779358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6590124368667603},{"id":"https://openalex.org/C195487862","wikidata":"https://www.wikidata.org/wiki/Q850210","display_name":"Revenue","level":2,"score":0.5540560483932495},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.418783962726593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18430152535438538},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09438309073448181},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/infocom42981.2021.9488832","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom42981.2021.9488832","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2021 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03109717v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03109717","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INFOCOM 2021 - IEEE International Conference on Computer Communications, May 2021, Vancouver / Virtual, Canada. &#x27E8;10.1109/INFOCOM42981.2021.9488832&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03109717v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03109717","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"INFOCOM 2021 - IEEE International Conference on Computer Communications, May 2021, Vancouver / Virtual, Canada. &#x27E8;10.1109/INFOCOM42981.2021.9488832&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W52863396","https://openalex.org/W1536447791","https://openalex.org/W2039157918","https://openalex.org/W2054141820","https://openalex.org/W2060204507","https://openalex.org/W2063745522","https://openalex.org/W2080099070","https://openalex.org/W2106005123","https://openalex.org/W2117756735","https://openalex.org/W2129976399","https://openalex.org/W2137245235","https://openalex.org/W2146616964","https://openalex.org/W2157578436","https://openalex.org/W2162344247","https://openalex.org/W2166277028","https://openalex.org/W2171604933","https://openalex.org/W2218242280","https://openalex.org/W2313953460","https://openalex.org/W2491573534","https://openalex.org/W2606791310","https://openalex.org/W2611328865","https://openalex.org/W2782913205","https://openalex.org/W2796013264","https://openalex.org/W2802866486","https://openalex.org/W2889897062","https://openalex.org/W2907837217","https://openalex.org/W2980854530","https://openalex.org/W3015379812","https://openalex.org/W3028340924","https://openalex.org/W3161677312","https://openalex.org/W6632102171","https://openalex.org/W6679589109","https://openalex.org/W6685488477","https://openalex.org/W6688513127","https://openalex.org/W7070499600"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W4390723067"],"abstract_inverted_index":{"Web":[0],"performance":[1,33,95,184,190],"anomalies":[2,34,161,191],"(e.g.":[3,39],"time":[4,11],"periods":[5],"when":[6],"metrics":[7],"like":[8],"page":[9],"load":[10],"are":[12],"abnormally":[13],"high)":[14],"have":[15,68],"significant":[16],"impact":[17],"on":[18,36,149,189],"user":[19],"experience":[20],"and":[21,63,80,159],"revenues":[22],"of":[23,42,44,52,57,75,86,103,141,171,182,195],"web":[24,32,94,183],"service":[25],"providers.":[26],"Existing":[27],"methods":[28],"to":[29,125,133,144,179,186,198],"automatically":[30],"detect":[31],"focus":[35],"popular":[37],"websites":[38,104,143],"with":[40,105],"tens":[41],"thousands":[43],"visits":[45,58,70,76],"per":[46,59,71],"minute).":[47],"Across":[48],"a":[49,93,101,118,139,156,193],"wider":[50],"diversity":[51],"websites,":[53],"however,":[54],"the":[55,84,142,172],"number":[56],"hour":[60],"varies":[61],"enormously,":[62],"some":[64],"sites":[65],"will":[66],"only":[67],"few":[69],"hour.":[72],"Low":[73],"rates":[74],"create":[77],"measurement":[78,108],"gaps":[79],"noise":[81],"that":[82,136,163,170],"prevent":[83],"use":[85],"existing":[87],"methods.":[88],"This":[89],"paper":[90],"develops":[91],"WMF,":[92],"anomaly":[96],"detection":[97],"method":[98],"applicable":[99],"across":[100,192],"range":[102],"highly":[106],"variable":[107],"volume.":[109],"To":[110],"demonstrate":[111],"our":[112],"method,":[113],"we":[114],"leverage":[115,126],"data":[116,148],"from":[117,138],"website":[119,158],"monitoring":[120],"company,":[121],"which":[122],"allows":[123],"us":[124],"cross-site":[127],"measurements.":[128],"WMF":[129,178],"uses":[130],"matrix":[131],"factorization":[132],"mine":[134],"patterns":[135],"emerge":[137],"subset":[140],"\"fill":[145],"in\"":[146],"missing":[147],"other":[150],"websites.":[151,200],"Our":[152],"validation":[153],"using":[154],"both":[155],"controlled":[157],"synthetic":[160],"shows":[162],"WMF's":[164],"F1-score":[165],"is":[166],"more":[167],"than":[168],"double":[169],"state-of-the-art":[173],"method.":[174],"We":[175],"then":[176],"apply":[177],"three":[180],"months":[181],"measurements":[185],"shed":[187],"light":[188],"variety":[194],"125":[196],"small":[197],"medium":[199]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
