{"id":"https://openalex.org/W4405975312","doi":"https://doi.org/10.1109/pimrc59610.2024.10817303","title":"Modeling configuration-performance relation in a mobile network: a data-driven approach","display_name":"Modeling configuration-performance relation in a mobile network: a data-driven approach","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4405975312","doi":"https://doi.org/10.1109/pimrc59610.2024.10817303"},"language":"en","primary_location":{"id":"doi:10.1109/pimrc59610.2024.10817303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc59610.2024.10817303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-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/A5026477915","display_name":"Micha\u0142 Panek","orcid":"https://orcid.org/0000-0002-3923-4352"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Micha\u0142 Panek","raw_affiliation_strings":["Wroclaw University of Science and Technology,Wroclaw,Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Science and Technology,Wroclaw,Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084465907","display_name":"Ireneusz Jab\u0142o\u0144ski","orcid":"https://orcid.org/0000-0002-4963-5790"},"institutions":[{"id":"https://openalex.org/I51783024","display_name":"Brandenburg University of Technology Cottbus-Senftenberg","ror":"https://ror.org/02wxx3e24","country_code":"DE","type":"education","lineage":["https://openalex.org/I51783024"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ireneusz Jab\u0142o\u0144ski","raw_affiliation_strings":["Brandenburg University of Technology, Cottbus-Senftenberg,Germany"],"affiliations":[{"raw_affiliation_string":"Brandenburg University of Technology, Cottbus-Senftenberg,Germany","institution_ids":["https://openalex.org/I51783024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060936121","display_name":"Micha\u0142 Wo\u017aniak","orcid":"https://orcid.org/0000-0003-0146-4205"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Wo\u017aniak","raw_affiliation_strings":["Wroclaw University of Science and Technology,Wroclaw,Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Science and Technology,Wroclaw,Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026477915"],"corresponding_institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"],"apc_list":null,"apc_paid":null,"fwci":2.4355,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.91923898,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12203","display_name":"Mobile Agent-Based Network Management","score":0.9485999941825867,"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/relation","display_name":"Relation (database)","score":0.7817816138267517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7452871799468994},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4418860971927643},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.42995429039001465},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42002612352371216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.37306445837020874},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.2753584384918213},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20199427008628845},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1705576479434967}],"concepts":[{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7817816138267517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452871799468994},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4418860971927643},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.42995429039001465},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42002612352371216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.37306445837020874},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.2753584384918213},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20199427008628845},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1705576479434967}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/pimrc59610.2024.10817303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pimrc59610.2024.10817303","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/483799","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/483799","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307798","display_name":"Nokia","ror":"https://ror.org/04pkc8m17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1529459676","https://openalex.org/W1923849620","https://openalex.org/W1975684011","https://openalex.org/W2160160578","https://openalex.org/W2528824243","https://openalex.org/W2939718406","https://openalex.org/W2954141573","https://openalex.org/W2990899218","https://openalex.org/W3097811764","https://openalex.org/W3122743056","https://openalex.org/W3131516918","https://openalex.org/W3134004344","https://openalex.org/W3163257830","https://openalex.org/W3183765950","https://openalex.org/W4285112846","https://openalex.org/W4295767172","https://openalex.org/W4307020401","https://openalex.org/W4317538611","https://openalex.org/W4322576445","https://openalex.org/W6732349887","https://openalex.org/W6745735585","https://openalex.org/W6772318384"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W2323648130","https://openalex.org/W2157140558","https://openalex.org/W2378782423","https://openalex.org/W2388988621","https://openalex.org/W2357797405","https://openalex.org/W2366623913","https://openalex.org/W2374905595","https://openalex.org/W2516693588","https://openalex.org/W2116112408"],"abstract_inverted_index":{"Mobile":[0],"network":[1,43,47,52],"performance":[2,38,101],"modeling":[3,94],"typically":[4],"assumes":[5],"either":[6],"a":[7,14,35,42,77],"fixed":[8,87],"cell\u2019s":[9,44],"configuration":[10,26,45],"or":[11],"only":[12],"considers":[13],"limited":[15],"number":[16],"of":[17,23,79,103],"parameters.":[18],"This":[19,32],"prohibits":[20],"the":[21,56,80],"exploration":[22],"multidimensional,":[24],"diverse":[25],"space":[27],"for,":[28],"e.g.,":[29],"optimization":[30],"purposes.":[31],"paper":[33],"presents":[34],"method":[36,82],"for":[37,86,100,111,131],"predictions":[39],"based":[40],"on":[41],"and":[46,98],"conditions,":[48],"which":[49],"utilizes":[50],"neural":[51],"architecture.":[53],"We":[54],"evaluate":[55],"idea":[57],"by":[58],"extensive":[59],"experiments,":[60],"with":[61],"data":[62],"from":[63],"more":[64],"than":[65],"$\\mathrm{5":[66],"0,":[67],"0":[68,69],"0}":[70],"\\mathrm{5":[71],"G}$":[72],"cells.":[73],"The":[74],"assessment":[75],"included":[76],"comparison":[78],"proposed":[81],"against":[83],"models":[84,97],"developed":[85],"configuration.":[88],"Results":[89],"show":[90],"that":[91],"combined":[92],"configuration-performance":[93],"outperforms":[95],"single-configuration":[96],"allows":[99],"prediction":[102],"unknown":[104],"configurations,":[105],"i.e.,":[106],"it":[107],"is":[108],"not":[109],"used":[110],"model":[112],"training.":[113],"A":[114],"substantially":[115],"lower":[116],"mean":[117],"absolute":[118],"error":[119],"was":[120],"achieved":[121],"($\\mathrm{0":[122],".":[123,128],"2":[124],"5}$":[125,130],"vs.":[126],"$\\mathrm{0":[127],"4":[129],"fixed-configuration":[132],"MLP-based":[133],"models).":[134]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
