{"id":"https://openalex.org/W3179539839","doi":"https://doi.org/10.1109/mcom.001.2000986","title":"DEEP: A Vertical-Oriented Intelligent and Automated Platform for the Edge and Fog","display_name":"DEEP: A Vertical-Oriented Intelligent and Automated Platform for the Edge and Fog","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3179539839","doi":"https://doi.org/10.1109/mcom.001.2000986","mag":"3179539839"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.001.2000986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2000986","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},"type":"article","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/A5007176752","display_name":"Carlos Guimar\u00e3es","orcid":"https://orcid.org/0000-0001-7867-3721"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Carlos Guimaraes","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042821788","display_name":"Milan Groshev","orcid":"https://orcid.org/0000-0002-8035-7389"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Milan Groshev","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023222506","display_name":"Luca Cominardi","orcid":"https://orcid.org/0000-0003-4428-0254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luca Cominardi","raw_affiliation_strings":["ADLINK Technology, Taiwan"],"affiliations":[{"raw_affiliation_string":"ADLINK Technology, Taiwan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005654377","display_name":"Aitor Zabala","orcid":"https://orcid.org/0009-0001-6879-2839"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aitor Zabala","raw_affiliation_strings":["Telcaria Ideas S.L., Spain"],"affiliations":[{"raw_affiliation_string":"Telcaria Ideas S.L., Spain","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101602231","display_name":"Luis M. Contreras","orcid":"https://orcid.org/0000-0003-0309-5925"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis M. Contreras","raw_affiliation_strings":["Telef\u00f3nica I+D, Spain"],"affiliations":[{"raw_affiliation_string":"Telef\u00f3nica I+D, Spain","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047604613","display_name":"Samer T. Talat","orcid":null},"institutions":[{"id":"https://openalex.org/I4210148468","display_name":"Industrial Technology Research Institute","ror":"https://ror.org/05szzwt63","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I4210148468"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Samer T. Talat","raw_affiliation_strings":["Industrial Technology Research Institute, Taiwan"],"affiliations":[{"raw_affiliation_string":"Industrial Technology Research Institute, Taiwan","institution_ids":["https://openalex.org/I4210148468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460131","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0002-0568-9922"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Chao Zhang","raw_affiliation_strings":["Lund University, Sweden"],"affiliations":[{"raw_affiliation_string":"Lund University, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019550952","display_name":"Saptarshi Hazra","orcid":"https://orcid.org/0009-0006-5182-6971"},"institutions":[{"id":"https://openalex.org/I2800664555","display_name":"RISE Research Institutes of Sweden","ror":"https://ror.org/03nnxqz81","country_code":"SE","type":"other","lineage":["https://openalex.org/I2800664555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Saptarshi Hazra","raw_affiliation_strings":["RISE, Sweden"],"affiliations":[{"raw_affiliation_string":"RISE, Sweden","institution_ids":["https://openalex.org/I2800664555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006456392","display_name":"Alain Mourad","orcid":"https://orcid.org/0000-0002-5820-0633"},"institutions":[{"id":"https://openalex.org/I4210103321","display_name":"InterDigital (United Kingdom)","ror":"https://ror.org/01d92aq70","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210103321"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alain Mourad","raw_affiliation_strings":["InterDigital Europe, UK"],"affiliations":[{"raw_affiliation_string":"InterDigital Europe, UK","institution_ids":["https://openalex.org/I4210103321"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005612118","display_name":"Antonio de la Oliva","orcid":"https://orcid.org/0000-0002-2510-6632"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio de la Oliva","raw_affiliation_strings":["Universidad Carlos III de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5007176752"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":1.2742,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80975601,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"59","issue":"6","first_page":"66","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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/T11133","display_name":"UAV Applications and Optimization","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12079","display_name":"IoT Networks and Protocols","score":0.9883000254631042,"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":0.8045071363449097},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6819878816604614},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.637764573097229},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.6120665073394775},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5830169916152954},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.42938777804374695},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1310807168483734}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8045071363449097},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6819878816604614},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.637764573097229},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.6120665073394775},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5830169916152954},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.42938777804374695},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1310807168483734},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/mcom.001.2000986","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.001.2000986","pdf_url":null,"source":{"id":"https://openalex.org/S158797327","display_name":"IEEE Communications Magazine","issn_l":"0163-6804","issn":["0163-6804","1558-1896"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Communications Magazine","raw_type":"journal-article"},{"id":"pmh:oai:e-archivo.uc3m.es:10016/33914","is_oa":false,"landing_page_url":"http://hdl.handle.net/10016/33914","pdf_url":null,"source":{"id":"https://openalex.org/S4306400817","display_name":"e-Archivo (Carlos III University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I50357001","host_organization_name":"Universidad Carlos III de Madrid","host_organization_lineage":["https://openalex.org/I50357001"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},{"id":"pmh:oai:lup.lub.lu.se:53b97d39-59e9-4eb3-aebc-fb2087041a3a","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/53b97d39-59e9-4eb3-aebc-fb2087041a3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 0163-6804","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2615459164","https://openalex.org/W2796127131","https://openalex.org/W2807771407","https://openalex.org/W2887947762","https://openalex.org/W2969985720","https://openalex.org/W2994930540","https://openalex.org/W3008924942","https://openalex.org/W3048258432","https://openalex.org/W3134981453","https://openalex.org/W4213147678","https://openalex.org/W6791918587"],"related_works":["https://openalex.org/W2942586735","https://openalex.org/W2534668683","https://openalex.org/W3211931762","https://openalex.org/W4225757241","https://openalex.org/W3126507566","https://openalex.org/W4385414328","https://openalex.org/W3192562541","https://openalex.org/W4385586765","https://openalex.org/W4205122430","https://openalex.org/W3142196623"],"abstract_inverted_index":{"The":[0],"fifth":[1],"generation":[2],"(5G)":[3],"of":[4,59,88,97,109,118,125],"mobile":[5],"communications":[6],"introduces":[7],"improvements":[8],"on":[9],"many":[10],"fronts":[11],"when":[12],"compared":[13],"to":[14,78,94,105],"its":[15,126],"previous":[16],"generations.":[17],"Besides":[18],"the":[19,44,53,57,95,110],"performance":[20],"enhancements":[21],"and":[22,38,68,85,102,131],"new":[23],"advances":[24],"in":[25],"radio":[26],"technologies,":[27],"it":[28],"also":[29],"integrates":[30],"other":[31],"technological":[32,61],"domains,":[33,62],"such":[34],"as":[35,52],"cloud-to-things":[36],"continuum":[37],"artificial":[39],"intelligence.":[40],"In":[41],"this":[42],"work,":[43],"5G-DIVE":[45],"Elastic":[46],"Edge":[47],"Platform":[48],"(DEEP)":[49],"is":[50,113],"proposed":[51,111],"linking":[54],"piece":[55],"for":[56,128],"integration":[58],"these":[60],"making":[63],"available":[64],"an":[65],"intelligent":[66],"edge":[67],"fog":[69],"5G":[70],"end-to-end":[71],"solution.":[72],"This":[73],"solution":[74],"brings":[75],"numerous":[76],"benefits":[77,127],"vertical":[79,90,135],"industries":[80],"by":[81],"enabling":[82],"streamlined,":[83],"abstracted,":[84],"automated":[86],"management":[87],"their":[89],"services,":[91,99],"thus":[92],"contributing":[93],"introduction":[96],"novel":[98],"cost":[100],"savings,":[101],"improved":[103],"time":[104],"market.":[106],"Preliminary":[107],"validation":[108],"platform":[112],"performed":[114],"through":[115],"a":[116,122],"proof":[117],"concept,":[119],"along":[120],"with":[121],"qualitative":[123],"analysis":[124],"Industry":[129],"4.0":[130],"autonomous":[132],"drone":[133],"scouting":[134],"industries.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-07-19T00:00:00"}
