{"id":"https://openalex.org/W2783075732","doi":"https://doi.org/10.1109/infocom.2018.8486360","title":"Flutes vs. Cellos: Analyzing Mobility-Traffic Correlations in Large WLAN Traces","display_name":"Flutes vs. Cellos: Analyzing Mobility-Traffic Correlations in Large WLAN Traces","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2783075732","doi":"https://doi.org/10.1109/infocom.2018.8486360","mag":"2783075732"},"language":"en","primary_location":{"id":"doi:10.1109/infocom.2018.8486360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003042551","display_name":"Babak Alipour","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Babak Alipour","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012723822","display_name":"Leonardo Tonetto","orcid":"https://orcid.org/0000-0001-8164-6169"},"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":"Leonardo Tonetto","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, Munich, Germany","Department of Informatics Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Department of Informatics Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063593427","display_name":"Aaron Yi Ding","orcid":"https://orcid.org/0000-0003-4173-031X"},"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":"Aaron Yi Ding","raw_affiliation_strings":["Department of Informatics, Technical University of Munich, Munich, Germany","Department of Informatics Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Department of Informatics Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026180984","display_name":"Roozbeh Ketabi","orcid":null},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roozbeh Ketabi","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","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":["Department of Informatics, Technical University of Munich, Munich, Germany","Department of Informatics Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Department of Informatics Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048781653","display_name":"Ahmed Helmy","orcid":"https://orcid.org/0000-0003-1878-3536"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Helmy","raw_affiliation_strings":["Computer and Information Science and Engineering, University of Florida, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer and Information Science and Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1637","last_page":"1645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13497","display_name":"Hermeneutics and Narrative Identity","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13497","display_name":"Hermeneutics and Narrative Identity","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13695","display_name":"Aging, Elder Care, and Social Issues","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T13099","display_name":"Health, Medicine and Society","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7329587936401367},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.6900975108146667},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6867064237594604},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.6032735109329224},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5997138619422913},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4318256378173828},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.4200688600540161},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3945929706096649},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28842443227767944},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12753629684448242}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7329587936401367},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.6900975108146667},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6867064237594604},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.6032735109329224},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5997138619422913},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4318256378173828},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.4200688600540161},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3945929706096649},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28842443227767944},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12753629684448242},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocom.2018.8486360","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocom.2018.8486360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1495061682","https://openalex.org/W1982300822","https://openalex.org/W1983750266","https://openalex.org/W1987861412","https://openalex.org/W2012095206","https://openalex.org/W2069822680","https://openalex.org/W2083985819","https://openalex.org/W2094734495","https://openalex.org/W2096118443","https://openalex.org/W2106974044","https://openalex.org/W2114492868","https://openalex.org/W2121219424","https://openalex.org/W2133400794","https://openalex.org/W2133436197","https://openalex.org/W2139307018","https://openalex.org/W2147854123","https://openalex.org/W2148275477","https://openalex.org/W2161980018","https://openalex.org/W2170039592","https://openalex.org/W2262369271","https://openalex.org/W2558600380","https://openalex.org/W2561873392","https://openalex.org/W2761538342","https://openalex.org/W6635964853","https://openalex.org/W6662311154","https://openalex.org/W6682303385","https://openalex.org/W6728474485"],"related_works":["https://openalex.org/W2787480683","https://openalex.org/W2961151465","https://openalex.org/W2939817354","https://openalex.org/W2186248967","https://openalex.org/W2919081795","https://openalex.org/W2989565627","https://openalex.org/W2902668452","https://openalex.org/W2001672212","https://openalex.org/W3010954196","https://openalex.org/W3003964056","https://openalex.org/W2509016550","https://openalex.org/W1938300666","https://openalex.org/W2784119836","https://openalex.org/W3047826607","https://openalex.org/W2293743582","https://openalex.org/W2801801050","https://openalex.org/W2049487295","https://openalex.org/W2014427578","https://openalex.org/W2106974044","https://openalex.org/W1997488760"],"abstract_inverted_index":{"Two":[0],"major":[1],"factors":[2,22],"affecting":[3,23],"mobile":[4,44,192],"network":[5],"performance":[6,15],"are":[7],"mobility":[8,30,50,61,105,154],"and":[9,13,31,39,86,106,112,128,155,163,169,195],"traffic":[10,32,107,156],"patterns.":[11],"Simulations":[12],"analytical-based":[14],"evaluations":[16],"rely":[17],"on":[18],"models":[19,47,62],"to":[20,35,90,102,115],"approximate":[21],"the":[24,27,36,81],"network.":[25],"Hence,":[26],"understanding":[28],"of":[29,42,83,139,153,191],"is":[33,123,144],"imperative":[34],"effective":[37],"evaluation":[38],"efficient":[40],"design":[41],"future":[43,174],"networks.":[45],"Current":[46],"target":[48],"either":[49],"or":[51,70],"traffic,":[52],"but":[53],"do":[54],"not":[55],"capture":[56,137],"their":[57],"interplay.":[58],"Many":[59],"trace-based":[60],"have":[63,158],"largely":[64],"used":[65],"pre-smartphone":[66],"datasets":[67,131],"(e.g.,":[68,74],"AP-logs),":[69],"much":[71],"coarser":[72],"granularity":[73],"cell-towers)":[75],"traces.":[76],"This":[77],"raises":[78],"questions":[79],"regarding":[80],"relevance":[82],"existing":[84],"models,":[85],"motivates":[87],"our":[88,147,180],"study":[89,122],"revisit":[91],"this":[92,95],"area.":[93],"In":[94,178],"study,":[96],"we":[97,126],"conduct":[98],"a":[99,116,170,184,187],"multidimensional":[100],"analysis,":[101],"quantitatively":[103],"characterize":[104],"spatio-temporal":[108],"patterns,":[109],"for":[110],"laptops":[111],"smartphones,":[113],"leading":[114],"detailed":[117],"integrated":[118,175],"mobility-traffic":[119,176],"analysis.":[120],"Our":[121],"data-driven,":[124],"as":[125,167,183],"collect":[127],"mine":[129],"capacious":[130],"(with":[132],"30TB,":[133],"300k":[134],"devices)":[135],"that":[136],"all":[138],"these":[140],"dimensions.":[141],"The":[142,161],"investigation":[143],"performed":[145],"using":[146],"systematic":[148],"(FLAMeS)":[149],"framework.":[150],"Overall,":[151],"dozens":[152],"features":[157],"been":[159],"analyzed.":[160],"insights":[162],"lessons":[164],"learnt":[165],"serve":[166],"guidelines":[168],"first":[171],"step":[172],"towards":[173,186],"models.":[177],"addition,":[179],"work":[181],"acts":[182],"stepping-stone":[185],"richer,":[188],"morerealistic":[189],"suite":[190],"test":[193],"scenarios":[194],"benchmarks.":[196]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2018-01-26T00:00:00"}