{"id":"https://openalex.org/W2183745148","doi":"https://doi.org/10.1109/pimrc.2015.7343641","title":"Popularity prediction in content delivery networks","display_name":"Popularity prediction in content delivery networks","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2183745148","doi":"https://doi.org/10.1109/pimrc.2015.7343641","mag":"2183745148"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc.2015.7343641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2015.7343641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-01244908","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006836082","display_name":"Nesrine Ben Hassine","orcid":"https://orcid.org/0000-0003-0222-6401"},"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"]},{"id":"https://openalex.org/I4210165330","display_name":"Institut Lavoisier de Versailles","ror":"https://ror.org/05mzd8v39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4210128300","https://openalex.org/I4210165330"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nesrine Ben Hassine","raw_affiliation_strings":["Inria, Rocquencourt, France","PRiSM, University of Versailles, Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Rocquencourt, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"PRiSM, University of Versailles, Versailles, France","institution_ids":["https://openalex.org/I4210165330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072756502","display_name":"Dana Marinca","orcid":null},"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"]},{"id":"https://openalex.org/I4210165330","display_name":"Institut Lavoisier de Versailles","ror":"https://ror.org/05mzd8v39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4210128300","https://openalex.org/I4210165330"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dana Marinca","raw_affiliation_strings":["Inria, Rocquencourt, France","PRiSM, University of Versailles, Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Rocquencourt, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"PRiSM, University of Versailles, Versailles, France","institution_ids":["https://openalex.org/I4210165330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051296080","display_name":"Pascale Minet","orcid":"https://orcid.org/0000-0002-8786-1684"},"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":"Pascale Minet","raw_affiliation_strings":["Inria, Rocquencourt, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria, Rocquencourt, France","institution_ids":["https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019901146","display_name":"Dominique Barth","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165330","display_name":"Institut Lavoisier de Versailles","ror":"https://ror.org/05mzd8v39","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I195731000","https://openalex.org/I277688954","https://openalex.org/I4210128300","https://openalex.org/I4210165330"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dominique Barth","raw_affiliation_strings":["PRiSM, University of Versailles, Versailles, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PRiSM, University of Versailles, Versailles, France","institution_ids":["https://openalex.org/I4210165330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4026,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84498827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2083","last_page":"2088"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"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/T11478","display_name":"Caching and Content Delivery","score":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9951000213623047,"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":0.8743702173233032},{"id":"https://openalex.org/keywords/content-delivery","display_name":"Content delivery","score":0.7806270122528076},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7798140048980713},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6516826748847961},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.565508246421814},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5125339031219482},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.44675588607788086},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3978746831417084},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32559722661972046},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25065815448760986}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8743702173233032},{"id":"https://openalex.org/C2986847828","wikidata":"https://www.wikidata.org/wiki/Q269415","display_name":"Content delivery","level":2,"score":0.7806270122528076},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7798140048980713},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6516826748847961},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.565508246421814},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5125339031219482},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.44675588607788086},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3978746831417084},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32559722661972046},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25065815448760986},{"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/pimrc.2015.7343641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc.2015.7343641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE 26th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01244908v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01244908","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":"IEEE 26th Annual International Symposium on Personal, Indoor and Mobile radio Communications (PIMRC), Aug 2015, Hong Kong, China. ⟨10.1109/PIMRC.2015.7343641⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01244908v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01244908","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":"IEEE 26th Annual International Symposium on Personal, Indoor and Mobile radio Communications (PIMRC), Aug 2015, Hong Kong, China. ⟨10.1109/PIMRC.2015.7343641⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W45610786","https://openalex.org/W1570963478","https://openalex.org/W1970777322","https://openalex.org/W1986697120","https://openalex.org/W2034377483","https://openalex.org/W2037970810","https://openalex.org/W2042034885","https://openalex.org/W2057831668","https://openalex.org/W2059715897","https://openalex.org/W2060830871","https://openalex.org/W2061161450","https://openalex.org/W2112053513","https://openalex.org/W2134742119","https://openalex.org/W2140246545","https://openalex.org/W2144256475","https://openalex.org/W2154851929","https://openalex.org/W2155349113","https://openalex.org/W2158261262","https://openalex.org/W2172765159","https://openalex.org/W3125952634","https://openalex.org/W3141863022","https://openalex.org/W6601928832","https://openalex.org/W6685535452"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2170801710","https://openalex.org/W2384861574","https://openalex.org/W2994850404","https://openalex.org/W2962781040","https://openalex.org/W2599553145"],"abstract_inverted_index":{"Content":[0],"delivery":[1],"networks":[2],"(CDNs)":[3],"face":[4],"a":[5,96],"large":[6],"and":[7,54,75,86,98,107,121],"continuously":[8],"increasing":[9],"number":[10,92],"of":[11,25,28,35,38,59,69,93],"users":[12],"solicitations":[13,37,44,94],"for":[14,126],"video":[15,29,40],"contents.":[16,30],"In":[17],"this":[18],"paper,":[19],"we":[20],"focus":[21],"on":[22,32,65],"the":[23,33,66,70,79,91,101,127],"prediction":[24,50,108],"popularity":[26],"evolution":[27],"Based":[31],"observation":[34],"past":[36],"individual":[39,42],"contents,":[41],"future":[43],"are":[45],"predicted.":[46],"We":[47],"compare":[48],"different":[49],"strategies:":[51],"SES,":[52],"DES":[53,74,85],"Basic.":[55],"The":[56],"best":[57],"tuning":[58],"each":[60],"strategy":[61],"is":[62],"determined,":[63],"depending":[64],"considered":[67],"phase":[68,97,102],"solicitation":[71],"curve.":[72],"Since":[73],"Basic":[76,87],"experts":[77,88],"outperform":[78],"SES":[80],"expert,":[81],"our":[82],"method":[83,109],"combines":[84],"to":[89,113],"predict":[90],"within":[95],"automatically":[99],"detect":[100],"changes,":[103],"respectively.":[104],"This":[105],"self-learning":[106],"can":[110],"be":[111],"applied":[112],"optimize":[114],"resources":[115],"allocation":[116],"in":[117],"service":[118],"oriented":[119],"architectures":[120],"self-adaptive":[122],"networks,":[123],"more":[124],"precisely":[125],"CDN":[128],"cache":[129],"nodes":[130],"management.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}