{"id":"https://openalex.org/W2902611302","doi":"https://doi.org/10.1145/3281411.3281433","title":"Five years at the edge","display_name":"Five years at the edge","publication_year":2018,"publication_date":"2018-11-28","ids":{"openalex":"https://openalex.org/W2902611302","doi":"https://doi.org/10.1145/3281411.3281433","mag":"2902611302"},"language":"en","primary_location":{"id":"doi:10.1145/3281411.3281433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3281411.3281433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arts.units.it/bitstream/11368/3025222/3/p1-trevisan-Post_print.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061815649","display_name":"Martino Trevisan","orcid":"https://orcid.org/0000-0002-4258-4679"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Martino Trevisan","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032846694","display_name":"Danilo Giordano","orcid":"https://orcid.org/0000-0002-6987-2064"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Giordano","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077745494","display_name":"Id\u00edlio Drago","orcid":"https://orcid.org/0000-0003-1932-1261"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Idilio Drago","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060087704","display_name":"Marco Mellia","orcid":"https://orcid.org/0000-0003-1859-6693"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Mellia","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040690637","display_name":"Maurizio Matteo Munaf\u00f2","orcid":"https://orcid.org/0000-0002-4884-7310"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Munafo","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5061815649"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":6.4486,"has_fulltext":true,"cited_by_count":52,"citation_normalized_percentile":{"value":0.9694466,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","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/T10138","display_name":"Network Traffic and Congestion Control","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/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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/the-internet","display_name":"The Internet","score":0.6902810335159302},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6711440086364746},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6035887002944946},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.507297694683075},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.4859429597854614},{"id":"https://openalex.org/keywords/internet-transit","display_name":"Internet transit","score":0.4685410261154175},{"id":"https://openalex.org/keywords/boom","display_name":"Boom","score":0.4496304988861084},{"id":"https://openalex.org/keywords/broadband","display_name":"Broadband","score":0.4351711869239807},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4255208373069763},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.41194623708724976},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4118736982345581},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38962703943252563},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3652780055999756},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.351296067237854},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3370703458786011},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2927536368370056},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.28776663541793823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1511632204055786},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.14813286066055298},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09479323029518127}],"concepts":[{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.6902810335159302},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6711440086364746},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6035887002944946},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.507297694683075},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.4859429597854614},{"id":"https://openalex.org/C174336149","wikidata":"https://www.wikidata.org/wiki/Q3351533","display_name":"Internet transit","level":4,"score":0.4685410261154175},{"id":"https://openalex.org/C141441539","wikidata":"https://www.wikidata.org/wiki/Q1970908","display_name":"Boom","level":2,"score":0.4496304988861084},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.4351711869239807},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4255208373069763},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.41194623708724976},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4118736982345581},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38962703943252563},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3652780055999756},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.351296067237854},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3370703458786011},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2927536368370056},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.28776663541793823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1511632204055786},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.14813286066055298},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09479323029518127},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3281411.3281433","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3281411.3281433","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:arts.units.it:11368/3025222","is_oa":true,"landing_page_url":"http://hdl.handle.net/11368/3025222","pdf_url":"https://arts.units.it/bitstream/11368/3025222/3/p1-trevisan-Post_print.pdf","source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:arts.units.it:11368/3025222","is_oa":true,"landing_page_url":"http://hdl.handle.net/11368/3025222","pdf_url":"https://arts.units.it/bitstream/11368/3025222/3/p1-trevisan-Post_print.pdf","source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6000000238418579,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G8762189206","display_name":"Big-DAMA: Big Data Analytics for network traffic Monitoring and Analysis","funder_award_id":"ICT15-129","funder_id":"https://openalex.org/F4320321003","funder_display_name":"Vienna Science and Technology Fund"}],"funders":[{"id":"https://openalex.org/F4320313985","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508"},{"id":"https://openalex.org/F4320321003","display_name":"Vienna Science and Technology Fund","ror":"https://ror.org/01f9mc681"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2902611302.pdf","grobid_xml":"https://content.openalex.org/works/W2902611302.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W166284719","https://openalex.org/W817867204","https://openalex.org/W1496406348","https://openalex.org/W1869912679","https://openalex.org/W1974487043","https://openalex.org/W1985977780","https://openalex.org/W1989034754","https://openalex.org/W1994958285","https://openalex.org/W1998103163","https://openalex.org/W2004203035","https://openalex.org/W2029582349","https://openalex.org/W2049645248","https://openalex.org/W2051710502","https://openalex.org/W2053550965","https://openalex.org/W2070537518","https://openalex.org/W2081357650","https://openalex.org/W2089194229","https://openalex.org/W2095733742","https://openalex.org/W2096248620","https://openalex.org/W2101571537","https://openalex.org/W2104779031","https://openalex.org/W2107427360","https://openalex.org/W2110262254","https://openalex.org/W2118443685","https://openalex.org/W2145137153","https://openalex.org/W2154195006","https://openalex.org/W2156813924","https://openalex.org/W2162266953","https://openalex.org/W2164408300","https://openalex.org/W2168879312","https://openalex.org/W2173213060","https://openalex.org/W2187970900","https://openalex.org/W2189465200","https://openalex.org/W2525096404","https://openalex.org/W2597306771","https://openalex.org/W2733681384","https://openalex.org/W2745034467","https://openalex.org/W2770839269","https://openalex.org/W2782928138","https://openalex.org/W3099834037","https://openalex.org/W3162209663"],"related_works":["https://openalex.org/W2091988000","https://openalex.org/W2412603475","https://openalex.org/W2164890529","https://openalex.org/W2387100798","https://openalex.org/W191100719","https://openalex.org/W2057686835","https://openalex.org/W2046807334","https://openalex.org/W2336845443","https://openalex.org/W3147738181","https://openalex.org/W2365524130"],"abstract_inverted_index":{"The":[0,164],"Internet":[1,34,171],"and":[2,22,56,63,78,123,145,175],"the":[3,17,37,47,50,68,139,151,154],"way":[4],"people":[5],"use":[6],"it":[7],"are":[8],"constantly":[9],"changing.":[10],"Knowing":[11],"traffic":[12,35,74,135],"is":[13],"crucial":[14],"for":[15],"operating":[16],"network,":[18],"understanding":[19],"users'":[20],"need,":[21],"ultimately":[23],"improving":[24],"applications.":[25],"Here,":[26],"we":[27,149,166],"provide":[28],"an":[29,83],"in-depth":[30],"longitudinal":[31],"view":[32,51],"of":[33,49,52,73,153],"in":[36,71],"last":[38],"5":[39,99],"years":[40,100],"(from":[41],"2013":[42],"to":[43,61,97,141,147],"2017).":[44],"We":[45,66,80,119],"take":[46,167],"point":[48],"a":[53,169],"national-wide":[54],"ISP":[55,162],"analyze":[57],"flow-level":[58],"rich":[59],"measurements":[60],"pinpoint":[62],"quantify":[64],"trends.":[65],"evaluate":[67],"providers'":[69],"costs":[70],"terms":[72],"consumption":[75],"by":[76],"users":[77],"services.":[79],"show":[81],"that":[82,132,172],"ordinary":[84],"broadband":[85],"subscriber":[86],"nowadays":[87],"downloads":[88],"more":[89],"than":[90],"twice":[91],"as":[92,94],"much":[93],"they":[95],"used":[96],"do":[98],"ago.":[101],"Bandwidth":[102],"hungry":[103],"video":[104],"services":[105],"drive":[106],"this":[107],"change,":[108],"while":[109],"social":[110],"messaging":[111],"applications":[112],"boom":[113],"(and":[114],"vanish)":[115],"at":[116,161],"incredible":[117],"pace.":[118],"study":[120],"how":[121],"protocols":[122],"service":[124],"infrastructures":[125],"evolve":[126],"over":[127],"time,":[128],"highlighting":[129],"unpredictable":[130],"events":[131],"may":[133],"hamper":[134],"management":[136],"policies.":[137],"In":[138],"rush":[140],"bring":[142],"servers":[143],"closer":[144,146],"users,":[148],"witness":[150],"birth":[152],"sub-millisecond":[155],"Internet,":[156],"with":[157],"caches":[158],"located":[159],"directly":[160],"edges.":[163],"picture":[165],"shows":[168],"lively":[170],"always":[173],"evolves":[174],"suddenly":[176],"changes.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":3}],"updated_date":"2026-04-26T08:31:28.666265","created_date":"2025-10-10T00:00:00"}
