{"id":"https://openalex.org/W2743755590","doi":"https://doi.org/10.1109/tmc.2017.2737011","title":"Cellular Network Traces Towards 5G: Usage, Analysis and Generation","display_name":"Cellular Network Traces Towards 5G: Usage, Analysis and Generation","publication_year":2017,"publication_date":"2017-08-09","ids":{"openalex":"https://openalex.org/W2743755590","doi":"https://doi.org/10.1109/tmc.2017.2737011","mag":"2743755590"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2017.2737011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2017.2737011","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1804.05186","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035651305","display_name":"Francesco Malandrino","orcid":"https://orcid.org/0000-0003-0458-2004"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Malandrino","raw_affiliation_strings":["Politecnico di Torino, Torino, TO, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0458-2004","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, Torino, TO, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021780258","display_name":"Carla Fabiana Chiasserini","orcid":"https://orcid.org/0000-0003-1410-660X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carla-Fabiana Chiasserini","raw_affiliation_strings":["Politecnico di Torino, IEIIT-CNR, Torino, TO, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1410-660X","affiliations":[{"raw_affiliation_string":"Politecnico di Torino, IEIIT-CNR, Torino, TO, Italy","institution_ids":["https://openalex.org/I177477856","https://openalex.org/I4210100607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013336788","display_name":"Scott Kirkpatrick","orcid":"https://orcid.org/0000-0001-5273-395X"},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Scott Kirkpatrick","raw_affiliation_strings":["Hebrew University of Jerusalem, Jerusalem, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hebrew University of Jerusalem, Jerusalem, Israel","institution_ids":["https://openalex.org/I197251160"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035651305"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":3.2144,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.92492387,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"3","first_page":"529","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9898999929428101,"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/software-deployment","display_name":"Software deployment","score":0.8747742176055908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8141262531280518},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5846065282821655},{"id":"https://openalex.org/keywords/on-demand","display_name":"On demand","score":0.47008538246154785},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4387394189834595},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3327953815460205},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3282080888748169},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3243047893047333},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.10144880414009094},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.09305694699287415}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8747742176055908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8141262531280518},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5846065282821655},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.47008538246154785},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4387394189834595},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3327953815460205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3282080888748169},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3243047893047333},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.10144880414009094},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.09305694699287415},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmc.2017.2737011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2017.2737011","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1804.05186","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05186","pdf_url":"https://arxiv.org/pdf/1804.05186","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:porto.polito.it:2678006","is_oa":true,"landing_page_url":"http://porto.polito.it/2678006/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402038","display_name":"PORTO Publications Open Repository TOrino (Politecnico di Torino)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177477856","host_organization_name":"Politecnico di Torino","host_organization_lineage":["https://openalex.org/I177477856"],"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":"ISSN:1536-1233","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1804.05186","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1804.05186","pdf_url":"https://arxiv.org/pdf/1804.05186","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5,"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":25,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1570448133","https://openalex.org/W1736409453","https://openalex.org/W1963533680","https://openalex.org/W1974747079","https://openalex.org/W2021655040","https://openalex.org/W2023616978","https://openalex.org/W2045522464","https://openalex.org/W2056251647","https://openalex.org/W2061351551","https://openalex.org/W2123153450","https://openalex.org/W2123673584","https://openalex.org/W2153504150","https://openalex.org/W2167353407","https://openalex.org/W2167617566","https://openalex.org/W2337241360","https://openalex.org/W2338497168","https://openalex.org/W2338921688","https://openalex.org/W2483963589","https://openalex.org/W2541694865","https://openalex.org/W2578241811","https://openalex.org/W2598469491","https://openalex.org/W4236930228","https://openalex.org/W4242246215","https://openalex.org/W7074599083"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Deployment":[0],"and":[1,35,45,61,81,97,100,162],"demand":[2,62],"traces":[3,78],"are":[4,43,137],"a":[5,25,55,75],"crucial":[6],"tool":[7],"to":[8,38,57,83,86,94,108,115,129,141,154],"study":[9],"today's":[10,134],"LTE":[11,122,135],"systems,":[12],"as":[13,15],"well":[14],"their":[16,69],"evolution":[17],"toward":[18],"5G.":[19],"In":[20],"this":[21,51],"paper,":[22],"we":[23,53,118],"use":[24],"set":[26],"of":[27,68,104,125],"real-world,":[28],"crowdsourced":[29],"traces,":[30,117],"coming":[31],"from":[32],"the":[33,46,65,89,95,102,105,142,156],"WeFi":[34],"OpenSignal":[36],"apps,":[37],"investigate":[39],"how":[40],"present-day":[41,121],"networks":[42,136],"deployed,":[44],"load":[47,157],"they":[48,146],"serve.":[49],"Given":[50],"information,":[52],"present":[54,143],"way":[56],"generate":[58],"synthetic":[59],"deployment":[60,91],"profiles,":[63],"retaining":[64],"same":[66],"features":[67],"real-world":[70,80,116],"counterparts.":[71],"We":[72],"further":[73],"discuss":[74],"methodology":[76,114],"using":[77],"(both":[79],"synthetic)":[82],"assess":[84],"(i)":[85],"which":[87],"extent":[88],"current":[90,96],"is":[92],"adequate":[93],"future":[98],"demand,":[99,145],"(ii)":[101],"effectiveness":[103],"existing":[106],"strategies":[107],"improve":[109],"network":[110],"capacity.":[111],"Applying":[112],"our":[113],"find":[119],"that":[120],"deployments":[123],"consist":[124],"multiple,":[126],"entangled,":[127],"medium-":[128],"large-sized":[130],"cells.":[131],"Furthermore,":[132],"although":[133],"overprovisioned":[138],"when":[139],"compared":[140],"traffic":[144],"will":[147],"need":[148],"substantial":[149],"capacity":[150],"improvements":[151],"in":[152],"order":[153],"face":[155],"increase":[158],"forecasted":[159],"between":[160],"now":[161],"2020.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}