{"id":"https://openalex.org/W7116688535","doi":"https://doi.org/10.23919/cnsm67658.2025.11297492","title":"A Lightweight Deep Learning Approach for Latency Prediction in 5G and Beyond","display_name":"A Lightweight Deep Learning Approach for Latency Prediction in 5G and Beyond","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W7116688535","doi":"https://doi.org/10.23919/cnsm67658.2025.11297492"},"language":null,"primary_location":{"id":"doi:10.23919/cnsm67658.2025.11297492","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm67658.2025.11297492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Network and Service Management (CNSM)","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/A5011191437","display_name":"Stefania Zinno","orcid":"https://orcid.org/0000-0002-2425-2689"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefania Zinno","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085863731","display_name":"Annalisa Navarro","orcid":"https://orcid.org/0009-0008-1721-4239"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Annalisa Navarro","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023434097","display_name":"Sayna Rotbei","orcid":"https://orcid.org/0000-0002-3457-7559"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sayna Rotbei","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032091608","display_name":"N. Pasquino","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Pasquino","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002965923","display_name":"Alessio Botta","orcid":"https://orcid.org/0000-0002-3365-1446"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessio Botta","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073521093","display_name":"Giorgio Ventre","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Ventre","raw_affiliation_strings":["DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DISS, DIETI Università degli Studi di Napoli Federico II,Napoli,Italy,80125","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56732516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.0674000009894371,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.0674000009894371,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.066600002348423,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.06610000133514404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7192000150680542},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42260000109672546},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.3953000009059906},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.3303999900817871},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3269999921321869}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7192000150680542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6367999911308289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6255000233650208},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42260000109672546},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3319999873638153},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.3303999900817871},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3269999921321869},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29030001163482666},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.24709999561309814}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm67658.2025.11297492","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm67658.2025.11297492","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 21st International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2101234009","https://openalex.org/W2734464764","https://openalex.org/W2887012981","https://openalex.org/W3040168592","https://openalex.org/W3040922689","https://openalex.org/W3190814783","https://openalex.org/W3199965065","https://openalex.org/W4283077289","https://openalex.org/W4386207887","https://openalex.org/W4387871091","https://openalex.org/W4390731103","https://openalex.org/W4401569290","https://openalex.org/W4401819321","https://openalex.org/W4403296334","https://openalex.org/W4407675067","https://openalex.org/W4409316135"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-12-22T00:00:00"}