{"id":"https://openalex.org/W4388821110","doi":"https://doi.org/10.1109/6gnet58894.2023.10317780","title":"Generative Twin for 6G and Beyond 5G Networks: Vision, Challenges and Architecture","display_name":"Generative Twin for 6G and Beyond 5G Networks: Vision, Challenges and Architecture","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388821110","doi":"https://doi.org/10.1109/6gnet58894.2023.10317780"},"language":"en","primary_location":{"id":"doi:10.1109/6gnet58894.2023.10317780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/6gnet58894.2023.10317780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on 6G Networking (6GNet)","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/A5002951820","display_name":"Marius Corici","orcid":"https://orcid.org/0000-0001-7221-3791"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marius Corici","raw_affiliation_strings":["Fraunhofer FOKUS Institute,Berlin,Germany","Fraunhofer FOKUS Institute, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS Institute,Berlin,Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Fraunhofer FOKUS Institute, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042550801","display_name":"Hauke Buhr","orcid":"https://orcid.org/0000-0002-9284-9882"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hauke Buhr","raw_affiliation_strings":["Fraunhofer FOKUS Institute,Berlin,Germany","Fraunhofer FOKUS Institute, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS Institute,Berlin,Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Fraunhofer FOKUS Institute, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068460241","display_name":"Thomas Magedanz","orcid":"https://orcid.org/0009-0004-5413-1388"},"institutions":[{"id":"https://openalex.org/I2800804238","display_name":"Fraunhofer Institute for Open Communication Systems","ror":"https://ror.org/00px80p03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I2800804238","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Magedanz","raw_affiliation_strings":["Fraunhofer FOKUS Institute,Berlin,Germany","Fraunhofer FOKUS Institute, Berlin, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer FOKUS Institute,Berlin,Germany","institution_ids":["https://openalex.org/I2800804238"]},{"raw_affiliation_string":"Fraunhofer FOKUS Institute, Berlin, Germany","institution_ids":["https://openalex.org/I2800804238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2800804238"],"apc_list":null,"apc_paid":null,"fwci":2.0963,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.88343877,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10763","display_name":"Digital Transformation in Industry","score":0.9891999959945679,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9889000058174133,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9818999767303467,"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/generative-grammar","display_name":"Generative grammar","score":0.8035577535629272},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7644704580307007},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6667013168334961},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5440054535865784},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.4715958535671234},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4636918306350708},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39194560050964355},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3759409189224243},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36416125297546387},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.29848915338516235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13060134649276733},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11131596565246582}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.8035577535629272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7644704580307007},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6667013168334961},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5440054535865784},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.4715958535671234},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4636918306350708},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39194560050964355},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3759409189224243},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36416125297546387},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.29848915338516235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13060134649276733},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11131596565246582},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/6gnet58894.2023.10317780","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/6gnet58894.2023.10317780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 2nd International Conference on 6G Networking (6GNet)","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/458430","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/458430","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":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W3010627575","https://openalex.org/W3014048166","https://openalex.org/W3119700304","https://openalex.org/W3127614346","https://openalex.org/W3130503957","https://openalex.org/W3139369851","https://openalex.org/W3212371082","https://openalex.org/W3217028224","https://openalex.org/W3217664575","https://openalex.org/W4224251547","https://openalex.org/W4284967464","https://openalex.org/W4289705126","https://openalex.org/W4379108781","https://openalex.org/W4379108782","https://openalex.org/W4379165491","https://openalex.org/W4379165538","https://openalex.org/W4379177037","https://openalex.org/W4379528281","https://openalex.org/W4383504043"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003","https://openalex.org/W4378874356"],"abstract_inverted_index":{"Within":[0],"the":[1,42,51,67,82,91,107,120,139,147],"current":[2],"6G":[3],"and":[4,23,30,56,65,86,113,138],"beyond":[5],"5G":[6,95],"research,":[7,145],"digital":[8,19,92,116],"twins":[9,20,93,137],"have":[10],"become":[11],"an":[12,48,156],"indispensable":[13],"asset":[14],"for":[15,94,132],"network":[16,160],"management.":[17,161],"These":[18],"offer":[21],"real-time":[22],"dynamic":[24],"system":[25,54,58],"representations,":[26],"enabling":[27,50],"precise":[28],"decision-making":[29],"comprehensive":[31],"testing":[32],"in":[33],"simulation":[34,102],"environments":[35],"before":[36],"deployment.":[37],"Going":[38],"further,":[39,75],"we":[40,124],"introduce":[41],"novel":[43],"concept":[44],"of":[45,69,103,135,151,159],"\u201cGenerative":[46],"Twin\u201d,":[47],"approach":[49],"automatic":[52],"generation":[53,105],"configurations":[55],"test":[57],"situations":[59],"using":[60,106],"Generative":[61],"Artificial":[62],"Intelligence":[63],"(AI)":[64],"surpassing":[66],"limitations":[68],"human":[70],"administrators.":[71],"Our":[72],"work":[73],"reaches":[74],"presenting":[76],"a":[77,100,114,126],"high-level":[78],"architecture":[79],"that":[80,142],"outlines":[81],"additional":[83],"functional":[84],"elements":[85],"interfaces":[87],"required":[88],"to":[89],"enhance":[90],"networks.":[96],"We":[97],"also":[98],"demonstrate":[99],"mock-up":[101],"information":[104],"Large":[108],"Language":[109],"Model":[110],"(LLM)":[111],"ChatGPT":[112],"best-practices":[115],"twin":[117],"based":[118],"on":[119],"Open5GCore":[121],"toolkit.":[122],"Furthermore,":[123],"present":[125],"practical":[127],"implementation":[128],"roadmap,":[129],"offering":[130],"guidance":[131],"effective":[133],"integration":[134],"generative":[136,153],"technology":[140],"challenges":[141],"necessitate":[143],"further":[144],"highlighting":[146],"very":[148],"large":[149],"potential":[150],"leveraging":[152],"AI":[154],"as":[155],"integral":[157],"part":[158]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}