{"id":"https://openalex.org/W3098623641","doi":"https://doi.org/10.1109/tnsm.2020.3037503","title":"Understanding Data Usage Patterns of Geographically Diverse Mobile Users","display_name":"Understanding Data Usage Patterns of Geographically Diverse Mobile Users","publication_year":2020,"publication_date":"2020-11-11","ids":{"openalex":"https://openalex.org/W3098623641","doi":"https://doi.org/10.1109/tnsm.2020.3037503","mag":"3098623641"},"language":"en","primary_location":{"id":"doi:10.1109/tnsm.2020.3037503","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.3037503","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/9530845/09256273.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/4275028/9530845/09256273.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012521418","display_name":"Ermias Andargie Walelgne","orcid":"https://orcid.org/0000-0002-9838-6671"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Ermias Andargie Walelgne","raw_affiliation_strings":["Aalto University, Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070639318","display_name":"Alemnew Sheferaw Asrese","orcid":"https://orcid.org/0000-0002-6879-5271"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Alemnew Sheferaw Asrese","raw_affiliation_strings":["Aalto University, Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034509060","display_name":"Jukka Manner","orcid":"https://orcid.org/0000-0002-9133-473X"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jukka Manner","raw_affiliation_strings":["Aalto University, Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063889159","display_name":"Vaibhav Bajpai","orcid":"https://orcid.org/0000-0003-4089-1090"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Vaibhav Bajpai","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027075213","display_name":"J\u00f6rg Ott","orcid":"https://orcid.org/0000-0001-8311-8036"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jorg Ott","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012521418"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":{"value":1680,"currency":"EUR","value_usd":1811},"fwci":0.5203,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.65924393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"3","first_page":"3798","last_page":"3812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.9993000030517578,"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/T12238","display_name":"Green IT and Sustainability","score":0.9993000030517578,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9955000281333923,"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":0.7837095260620117},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5528240203857422},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5475954413414001},{"id":"https://openalex.org/keywords/mobile-broadband","display_name":"Mobile broadband","score":0.48417216539382935},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4358759820461273},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2290547490119934}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7837095260620117},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5528240203857422},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5475954413414001},{"id":"https://openalex.org/C78834623","wikidata":"https://www.wikidata.org/wiki/Q640394","display_name":"Mobile broadband","level":3,"score":0.48417216539382935},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4358759820461273},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2290547490119934},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnsm.2020.3037503","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.3037503","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/9530845/09256273.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/101533","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/77975aed-3957-4db2-aadd-6e2c85dc3930","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1109/tnsm.2020.3037503","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnsm.2020.3037503","pdf_url":"https://ieeexplore.ieee.org/ielx7/4275028/9530845/09256273.pdf","source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network and Service Management","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3098623641.pdf","grobid_xml":"https://content.openalex.org/works/W3098623641.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1494859411","https://openalex.org/W1594354328","https://openalex.org/W1600015177","https://openalex.org/W1963903779","https://openalex.org/W1969384713","https://openalex.org/W1974747079","https://openalex.org/W1978220319","https://openalex.org/W1982300822","https://openalex.org/W1983280144","https://openalex.org/W1986085123","https://openalex.org/W1991681171","https://openalex.org/W1995248971","https://openalex.org/W1995973276","https://openalex.org/W2002644929","https://openalex.org/W2005567524","https://openalex.org/W2010967623","https://openalex.org/W2030588171","https://openalex.org/W2048759926","https://openalex.org/W2075743842","https://openalex.org/W2097225206","https://openalex.org/W2114492868","https://openalex.org/W2136530738","https://openalex.org/W2152648895","https://openalex.org/W2153771889","https://openalex.org/W2154298720","https://openalex.org/W2158542147","https://openalex.org/W2159087391","https://openalex.org/W2167617566","https://openalex.org/W2275165515","https://openalex.org/W2339435260","https://openalex.org/W2442571450","https://openalex.org/W2509156082","https://openalex.org/W2511316824","https://openalex.org/W2516874331","https://openalex.org/W2558600380","https://openalex.org/W2603224838","https://openalex.org/W2611507608","https://openalex.org/W2612444649","https://openalex.org/W2612756735","https://openalex.org/W2735852510","https://openalex.org/W2769747407","https://openalex.org/W2791730371","https://openalex.org/W2810950405","https://openalex.org/W2836194774","https://openalex.org/W2876796450","https://openalex.org/W2885821646","https://openalex.org/W2896958856","https://openalex.org/W2899484396","https://openalex.org/W2913818095","https://openalex.org/W2914379598","https://openalex.org/W2921147671","https://openalex.org/W2940860461","https://openalex.org/W2955869053","https://openalex.org/W2963199062","https://openalex.org/W2969573262","https://openalex.org/W2998347490","https://openalex.org/W3007024367","https://openalex.org/W3085708078","https://openalex.org/W4246041134","https://openalex.org/W6746147302"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2986629030","https://openalex.org/W188224805","https://openalex.org/W2497162478","https://openalex.org/W2968737745","https://openalex.org/W1998963799","https://openalex.org/W2184586294"],"abstract_inverted_index":{"The":[0],"increasing":[1],"trend":[2],"of":[3,13,31,50,59,78,136,151,169,183,215,246],"the":[4,11,24,47,114,149,181,199,213,226,234,247],"traffic":[5,29],"demand":[6,30],"from":[7],"mobile":[8,32,51,60,81,94,120,137,173],"users":[9,33,61,79,121,138,170,216],"and":[10,28,54,71,76,109,157,195,212,230,239],"presence":[12],"limited":[14],"resources":[15],"creates":[16],"a":[17,35,63,85,92,125,130,172],"challenge":[18],"for":[19],"network":[20,41,95,107,147,174,193,196,205],"resource":[21,42],"management.":[22,43],"Understanding":[23],"data":[25,56,73,115,133,145,166,184,200,236],"usage":[26,57,74,116,134,167,201],"pattern":[27,58],"is":[34,62,175,241],"way":[36],"forward":[37],"to":[38,46,225],"enable":[39],"data-driven":[40],"However,":[44,233],"due":[45,224],"complex":[48],"nature":[49],"networks,":[52],"understanding":[53],"characterizing":[55],"daunting":[64],"task.":[65],"In":[66],"this":[67],"work,":[68],"we":[69,249],"investigate":[70],"characterize":[72],"patterns":[75,117,135,202],"behavior":[77,168],"in":[80,122,244],"networks.":[82],"We":[83,104,128,163],"leverage":[84],"dataset":[86],"(~340":[87],"M":[88],"records)":[89],"collected":[90],"through":[91],"crowd-based":[93],"measurement":[96],"platform":[97],"-":[98,100],"Netradar":[99],"across":[101,139],"six":[102,140],"countries.":[103],"elucidate":[105],"different":[106,204],"factors":[108],"study":[110],"how":[111],"they":[112],"affect":[113],"by":[118,142,178,188,221],"taking":[119],"Finland":[123],"as":[124],"use":[126],"case.":[127],"perform":[129],"comparison":[131],"on":[132,161],"countries":[141,248],"considering":[143],"total":[144],"consumption,":[146],"access,":[148],"number":[150],"sessions":[152],"created":[153],"per":[154],"user,":[155],"throughput,":[156],"user":[158,179],"satisfaction":[159],"level":[160],"services.":[162],"show":[164],"that":[165],"over":[171,203,210],"primarily":[176],"driven":[177],"mobility,":[180],"type":[182],"subscription":[185],"plan":[186],"marketed":[187],"Mobile":[189],"Network":[190],"Operators":[191],"(MNOs),":[192],"congestion,":[194],"coverage.":[197,232],"Besides,":[198],"technologies":[206],"(e.g.,":[207],"preferring":[208],"cellular":[209],"WiFi)":[211,240],"percentage":[214],"accessing":[217],"congested":[218],"networks":[219],"vary":[220],"country;":[222],"mostly":[223],"market":[227],"pricing":[228],"strategy":[229],"radio":[231],"overall":[235],"consumption":[237],"(cellular":[238],"comparatively":[242],"similar":[243],"most":[245],"studied.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}