{"id":"https://openalex.org/W4320015807","doi":"https://doi.org/10.1109/mcom.004.2200180","title":"Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications","display_name":"Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications","publication_year":2023,"publication_date":"2023-01-30","ids":{"openalex":"https://openalex.org/W4320015807","doi":"https://doi.org/10.1109/mcom.004.2200180"},"language":"en","primary_location":{"id":"doi:10.1109/mcom.004.2200180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2200180","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/A5065777665","display_name":"Ricardo Blasco","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134493","display_name":"Ericsson (Germany)","ror":"https://ror.org/03m3fa408","country_code":"DE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210134493"]},{"id":"https://openalex.org/I4210163994","display_name":"Ericsson (Finland)","ror":"https://ror.org/04vv43q89","country_code":"FI","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210163994"]}],"countries":["DE","FI"],"is_corresponding":true,"raw_author_name":"Ricardo Blasco","raw_affiliation_strings":["Ericsson Research,Finland","Ericsson Research, Germany"],"affiliations":[{"raw_affiliation_string":"Ericsson Research,Finland","institution_ids":["https://openalex.org/I4210163994"]},{"raw_affiliation_string":"Ericsson Research, Germany","institution_ids":["https://openalex.org/I4210134493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018336959","display_name":"Guido Carlo Ferrante","orcid":"https://orcid.org/0000-0002-1811-4300"},"institutions":[{"id":"https://openalex.org/I4210134493","display_name":"Ericsson (Germany)","ror":"https://ror.org/03m3fa408","country_code":"DE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210134493"]},{"id":"https://openalex.org/I4210163994","display_name":"Ericsson (Finland)","ror":"https://ror.org/04vv43q89","country_code":"FI","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210163994"]}],"countries":["DE","FI"],"is_corresponding":false,"raw_author_name":"Guido Carlo Ferrante","raw_affiliation_strings":["Ericsson Research,Finland","Ericsson Research, Germany"],"affiliations":[{"raw_affiliation_string":"Ericsson Research,Finland","institution_ids":["https://openalex.org/I4210163994"]},{"raw_affiliation_string":"Ericsson Research, Germany","institution_ids":["https://openalex.org/I4210134493"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026612007","display_name":"Cara Watermann","orcid":"https://orcid.org/0000-0002-0525-702X"},"institutions":[{"id":"https://openalex.org/I4210163994","display_name":"Ericsson (Finland)","ror":"https://ror.org/04vv43q89","country_code":"FI","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210163994"]},{"id":"https://openalex.org/I4210134493","display_name":"Ericsson (Germany)","ror":"https://ror.org/03m3fa408","country_code":"DE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210134493"]}],"countries":["DE","FI"],"is_corresponding":false,"raw_author_name":"Cara Watermann","raw_affiliation_strings":["Ericsson Research,Finland","Ericsson Research, Germany"],"affiliations":[{"raw_affiliation_string":"Ericsson Research,Finland","institution_ids":["https://openalex.org/I4210163994"]},{"raw_affiliation_string":"Ericsson Research, Germany","institution_ids":["https://openalex.org/I4210134493"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038185945","display_name":"Alexandros Palaios","orcid":"https://orcid.org/0000-0002-7116-1739"},"institutions":[{"id":"https://openalex.org/I4210163994","display_name":"Ericsson (Finland)","ror":"https://ror.org/04vv43q89","country_code":"FI","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210163994"]},{"id":"https://openalex.org/I4210134493","display_name":"Ericsson (Germany)","ror":"https://ror.org/03m3fa408","country_code":"DE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210134493"]}],"countries":["DE","FI"],"is_corresponding":false,"raw_author_name":"Alexandros Palaios","raw_affiliation_strings":["Ericsson Research,Finland","Ericsson Research, Germany"],"affiliations":[{"raw_affiliation_string":"Ericsson Research,Finland","institution_ids":["https://openalex.org/I4210163994"]},{"raw_affiliation_string":"Ericsson Research, Germany","institution_ids":["https://openalex.org/I4210134493"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065777665"],"corresponding_institution_ids":["https://openalex.org/I4210134493","https://openalex.org/I4210163994"],"apc_list":null,"apc_paid":null,"fwci":0.6497,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66579767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"61","issue":"3","first_page":"44","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9904000163078308,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9904000163078308,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9771000146865845,"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":0.8530609607696533},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6944973468780518},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5703661441802979},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5595577955245972},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4563170373439789},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4432523250579834},{"id":"https://openalex.org/keywords/service-quality","display_name":"Service quality","score":0.44313228130340576},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3464733064174652},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3369412422180176},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3352896571159363}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530609607696533},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6944973468780518},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5703661441802979},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5595577955245972},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4563170373439789},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4432523250579834},{"id":"https://openalex.org/C140781008","wikidata":"https://www.wikidata.org/wiki/Q1221081","display_name":"Service quality","level":3,"score":0.44313228130340576},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3464733064174652},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3369412422180176},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3352896571159363},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcom.004.2200180","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcom.004.2200180","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:publications.rwth-aachen.de:958019","is_oa":false,"landing_page_url":"https://publications.rwth-aachen.de/record/958019","pdf_url":null,"source":{"id":"https://openalex.org/S4306401362","display_name":"RWTH Publications (RWTH Aachen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887968799","host_organization_name":"RWTH Aachen University","host_organization_lineage":["https://openalex.org/I887968799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE communications magazine 61(3), 44-49 (2023). doi:10.1109/MCOM.004.2200180","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2107568926","https://openalex.org/W2378208052","https://openalex.org/W2784189955","https://openalex.org/W2796384335","https://openalex.org/W2890784198","https://openalex.org/W3011023724","https://openalex.org/W3129336662","https://openalex.org/W3207670204","https://openalex.org/W3216066396","https://openalex.org/W4206401692","https://openalex.org/W4210633020","https://openalex.org/W4210907247","https://openalex.org/W4280517347"],"related_works":["https://openalex.org/W2323516465","https://openalex.org/W4238615239","https://openalex.org/W2063960996","https://openalex.org/W2085045797","https://openalex.org/W1998565590","https://openalex.org/W2170179501","https://openalex.org/W2111375262","https://openalex.org/W3217474284","https://openalex.org/W2061423566","https://openalex.org/W2342975177"],"abstract_inverted_index":{"Predictive":[0],"quality":[1,39,72,89],"of":[2,13,37,40,60,73,78,90],"service":[3,74,91],"will":[4],"allow":[5],"next-generation":[6],"cellular":[7],"networks":[8],"to":[9,34,46,52,86,102],"improve":[10],"the":[11,14,28,32,61,79,100],"management":[12],"existing":[15],"services":[16],"and":[17,49,58,82],"support":[18],"more":[19],"demanding":[20],"use":[21],"cases.":[22],"In":[23],"this":[24],"article,":[25],"we":[26,98],"discuss":[27],"main":[29,80],"challenges":[30,81],"on":[31,55],"way":[33],"practical":[35,53],"realizations":[36],"predictive":[38,71,88],"service,":[41],"from":[42,111],"fundamental":[43],"considerations":[44],"related":[45],"prediction":[47],"horizons":[48],"handling":[50],"uncertainty":[51],"aspects":[54],"data":[56],"collection":[57],"implications":[59],"architectural":[62],"choice.":[63],"We":[64],"also":[65],"present":[66],"a":[67,95,103,108,112],"general":[68],"methodology":[69],"for":[70],"that":[75],"addresses":[76],"some":[77],"may":[83],"be":[84],"used":[85],"realize":[87],"at":[92],"scale.":[93],"As":[94],"case":[96],"study,":[97],"apply":[99],"framework":[101],"vehicular":[104],"communications":[105],"setting":[106],"using":[107],"data-set":[109],"acquired":[110],"deployed":[113],"private":[114],"LTE":[115],"network.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}