{"id":"https://openalex.org/W2784795306","doi":"https://doi.org/10.23919/wons.2018.8311657","title":"Present-day verticals and where to find them: A data-driven study on the transition to 5G","display_name":"Present-day verticals and where to find them: A data-driven study on the transition to 5G","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2784795306","doi":"https://doi.org/10.23919/wons.2018.8311657","mag":"2784795306"},"language":"en","primary_location":{"id":"doi:10.23919/wons.2018.8311657","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wons.2018.8311657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10016/26906","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":"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":"Francesco Malandrino","raw_affiliation_strings":["DET, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"DET, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","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":"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":"Carla-Fabiana Chiasserini","raw_affiliation_strings":["DET, Politecnico di Torino, Italy"],"affiliations":[{"raw_affiliation_string":"DET, Politecnico di Torino, Italy","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035651305"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.1954,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54107046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9975000023841858,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9975000023841858,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9939000010490417,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9937999844551086,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.744685173034668},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6813436150550842},{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.5577523708343506},{"id":"https://openalex.org/keywords/video-streaming","display_name":"Video streaming","score":0.5055873394012451},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.5022261142730713},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4818926453590393},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.42898592352867126},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.41633492708206177},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38633719086647034},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3821421265602112},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3586083650588989},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.3325817584991455},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25577259063720703},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14057862758636475},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13930648565292358},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12061083316802979}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.744685173034668},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6813436150550842},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.5577523708343506},{"id":"https://openalex.org/C2986160907","wikidata":"https://www.wikidata.org/wiki/Q220499","display_name":"Video streaming","level":2,"score":0.5055873394012451},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5022261142730713},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4818926453590393},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.42898592352867126},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.41633492708206177},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38633719086647034},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3821421265602112},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3586083650588989},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3325817584991455},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25577259063720703},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14057862758636475},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13930648565292358},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12061083316802979},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"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/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.23919/wons.2018.8311657","is_oa":false,"landing_page_url":"https://doi.org/10.23919/wons.2018.8311657","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 14th Annual Conference on Wireless On-demand Network Systems and Services (WONS)","raw_type":"proceedings-article"},{"id":"pmh:oai:dnet:earchivo____::8c1d41f4bb5f2f256fd71f7af23a18b1","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/26906","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:porto.polito.it:2698283","is_oa":true,"landing_page_url":"http://porto.polito.it/2698283/1/WONS18_paper_10.pdf","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":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dnet:earchivo____::8c1d41f4bb5f2f256fd71f7af23a18b1","is_oa":true,"landing_page_url":"http://hdl.handle.net/10016/26906","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1513379583","https://openalex.org/W1736409453","https://openalex.org/W1975549563","https://openalex.org/W2052190282","https://openalex.org/W2114623221","https://openalex.org/W2281879077","https://openalex.org/W2561715836","https://openalex.org/W2597003067","https://openalex.org/W2599271776","https://openalex.org/W2605961225","https://openalex.org/W2620276187","https://openalex.org/W2734023884","https://openalex.org/W2742173809","https://openalex.org/W6931297118"],"related_works":["https://openalex.org/W2787993192","https://openalex.org/W2158269427","https://openalex.org/W4381280689","https://openalex.org/W2847365777","https://openalex.org/W2582998294","https://openalex.org/W2991654599","https://openalex.org/W3128025644","https://openalex.org/W2082106666","https://openalex.org/W2996641433","https://openalex.org/W2876346406"],"abstract_inverted_index":{"Much":[0],"of":[1,31,42,70],"the":[2,35,47,65,75,92],"research":[3],"about":[4],"5G":[5,52,97],"networks":[6],"deals":[7],"with":[8,81],"emerging":[9],"or":[10],"upcoming":[11],"applications,":[12],"e.g.,":[13],"self-driving":[14],"cars":[15],"and":[16,28,73,78,99,114],"virtual":[17],"reality.":[18],"In":[19],"this":[20,55,102],"paper,":[21],"we":[22,57],"focus":[23],"on":[24],"present-day":[25],"Internet":[26],"services":[27],"assess":[29],"which":[30,41],"them":[32],"can":[33],"benefit":[34],"most":[36,48,93],"integration":[37],"within":[38],"5G,":[39],"i.e.,":[40],"today's":[43],"service":[44],"providers":[45],"are":[46],"likely":[49],"to":[50,94],"become":[51],"verticals.":[53],"To":[54],"end,":[56],"leverage":[58],"a":[59],"large-scale,":[60],"real-world,":[61],"crowd-sourced":[62],"dataset":[63],"representing":[64],"data":[66,76],"required":[67],"by":[68],"thousands":[69],"smartphone":[71],"apps,":[72],"study":[74],"rate":[77],"sparseness":[79],"associated":[80],"each":[82],"app.":[83],"We":[84],"argue":[85],"that":[86,101],"high-data":[87],"rate,":[88],"low-sparseness":[89],"apps":[90],"have":[91],"gain":[95],"from":[96],"integration,":[98],"find":[100],"category":[103],"includes":[104],"not":[105],"only":[106],"video":[107],"streaming,":[108],"but":[109],"also":[110],"peer-to-peer":[111],"file":[112],"transfer":[113],"mobile":[115],"gaming":[116],"applications.":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}