{"id":"https://openalex.org/W3010181817","doi":"https://doi.org/10.1109/globecom38437.2019.9013618","title":"The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments","display_name":"The Impact of Human Mobility on Edge Data Center Deployment in Urban Environments","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3010181817","doi":"https://doi.org/10.1109/globecom38437.2019.9013618","mag":"3010181817"},"language":"en","primary_location":{"id":"doi:10.1109/globecom38437.2019.9013618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://orbilu.uni.lu/handle/10993/40457","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080133778","display_name":"Piergiorgio Vitello","orcid":"https://orcid.org/0000-0002-9489-8821"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Piergiorgio Vitello","raw_affiliation_strings":["FSTC/CSC, University of Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FSTC/CSC, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003570964","display_name":"Andrea Capponi","orcid":"https://orcid.org/0000-0001-6945-3196"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Andrea Capponi","raw_affiliation_strings":["FSTC/CSC, University of Luxembourg, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FSTC/CSC, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073807871","display_name":"Claudio Fiandrino","orcid":"https://orcid.org/0000-0002-4323-4355"},"institutions":[{"id":"https://openalex.org/I2802499160","display_name":"IMDEA Networks","ror":"https://ror.org/04mm9fg30","country_code":"ES","type":"facility","lineage":["https://openalex.org/I105140100","https://openalex.org/I2802499160"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Claudio Fiandrino","raw_affiliation_strings":["IMDEA Networks Institute, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMDEA Networks Institute, Madrid, Spain","institution_ids":["https://openalex.org/I2802499160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072454652","display_name":"Guido Cantelmo","orcid":"https://orcid.org/0000-0001-5218-2609"},"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":"Guido Cantelmo","raw_affiliation_strings":["Technical University of Munich (TUM), Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich (TUM), Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080951601","display_name":"Dzmitry Kliazovich","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dzmitry Kliazovich","raw_affiliation_strings":["ExaMotive, Luxembourg"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ExaMotive, Luxembourg","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6825,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84692406,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998999834060669,"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":0.9998999834060669,"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/T11479","display_name":"Smart Cities and Technologies","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.7990908622741699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7798976898193359},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.7651588916778564},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.704433023929596},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6610206365585327},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6036204099655151},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5145196318626404},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.48195382952690125},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4601694941520691},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44697579741477966},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3387388586997986},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.19567379355430603},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.163068026304245},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13619688153266907}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7990908622741699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798976898193359},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.7651588916778564},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.704433023929596},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6610206365585327},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6036204099655151},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5145196318626404},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.48195382952690125},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4601694941520691},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44697579741477966},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3387388586997986},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.19567379355430603},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.163068026304245},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13619688153266907},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom38437.2019.9013618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/40457","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/40457","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019 (2019-12); IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, United States [US], December 2019","raw_type":"http://purl.org/coar/resource_type/c_5794"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/40457","is_oa":true,"landing_page_url":"http://orbilu.uni.lu/handle/10993/40457","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, USA, 2019 (2019-12); IEEE Global Communications Conference (GLOBECOM), Waikoloa, HI, United States [US], December 2019","raw_type":"http://purl.org/coar/resource_type/c_5794"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1991642373","https://openalex.org/W2312784726","https://openalex.org/W2511894128","https://openalex.org/W2525400794","https://openalex.org/W2560001633","https://openalex.org/W2568772110","https://openalex.org/W2589916387","https://openalex.org/W2615459164","https://openalex.org/W2747487217","https://openalex.org/W2768661886","https://openalex.org/W2782974033","https://openalex.org/W2784964627","https://openalex.org/W2785696180","https://openalex.org/W2798797478","https://openalex.org/W2803681980","https://openalex.org/W2895059999","https://openalex.org/W2897792686","https://openalex.org/W2898770554","https://openalex.org/W2902172837","https://openalex.org/W2911163129","https://openalex.org/W2943584607","https://openalex.org/W2964129362","https://openalex.org/W2978089660","https://openalex.org/W2987309772"],"related_works":["https://openalex.org/W2886166997","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W3111395152","https://openalex.org/W4313526662","https://openalex.org/W4312996489","https://openalex.org/W3106131444","https://openalex.org/W3216099748","https://openalex.org/W4205963435","https://openalex.org/W4313463379"],"abstract_inverted_index":{"Multi-access":[0],"Edge":[1,17],"Computing":[2],"(MEC)":[3],"brings":[4],"storage":[5],"and":[6,41,82,107,140],"computational":[7,58],"capabilities":[8],"at":[9],"the":[10,13,57,68,78,88,115,137],"edge":[11],"of":[12,30,60,71,80,91],"network":[14],"into":[15,76],"so-called":[16],"Data":[18],"Centers":[19],"(EDCs)":[20],"to":[21,42,66,86,99],"better":[22],"low-latency":[23],"applications.":[24],"To":[25,53,102],"this":[26,46,51,103],"end,":[27,104],"effective":[28],"placement":[29,90,145],"EDCs":[31,61,93,144],"in":[32,94,97,132],"urban":[33,95],"environments":[34,96],"is":[35,64],"key":[36],"for":[37],"proper":[38],"load":[39],"balance":[40],"minimize":[43,100],"outages.":[44,101,148],"In":[45,111],"paper,":[47],"we":[48,105,113],"specifically":[49],"tackle":[50],"problem.":[52],"fully":[54],"understand":[55],"how":[56],"demand":[59],"varies,":[62],"it":[63],"fundamental":[65],"analyze":[67],"complex":[69],"dynamics":[70],"cities.":[72],"Our":[73],"work":[74],"takes":[75],"account":[77],"mobility":[79],"citizens":[81,127],"their":[83],"spatial":[84],"patterns":[85],"estimate":[87],"optimal":[89],"MEC":[92],"order":[98],"propose":[106],"compare":[108],"two":[109],"heuristics.":[110],"particular,":[112],"present":[114],"mobility-aware":[116],"deployment":[117],"algorithm":[118],"(MDA)":[119],"that":[120,123,142],"outperforms":[121],"approaches":[122],"do":[124],"not":[125],"consider":[126],"mobility.":[128],"Simulations":[129],"are":[130],"conducted":[131],"Luxembourg":[133],"City":[134],"by":[135],"extending":[136],"CrowdSenSim":[138],"simulator":[139],"show":[141],"efficient":[143],"significantly":[146],"reduces":[147]},"counts_by_year":[{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}