{"id":"https://openalex.org/W7134179953","doi":"https://doi.org/10.1109/bigdata66926.2025.11402453","title":"Deployment Benchmarking of a Federated YOLOv12s Model Across Heterogeneous Edge Devices","display_name":"Deployment Benchmarking of a Federated YOLOv12s Model Across Heterogeneous Edge Devices","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134179953","doi":"https://doi.org/10.1109/bigdata66926.2025.11402453"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11402453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","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/A5115905081","display_name":"Sara Dana Kabl Talabani","orcid":null},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sara Dana Kabl Talabani","raw_affiliation_strings":["University of Salento,Department of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,Department of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128336346","display_name":"Angelo Martella","orcid":null},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Angelo Martella","raw_affiliation_strings":["University of Salento,Department of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,Department of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Antonella Longo","orcid":"https://orcid.org/0000-0002-6902-0160"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Longo","raw_affiliation_strings":["University of Salento,Department of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,Department of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066091929","display_name":"Marco Zappatore","orcid":"https://orcid.org/0000-0002-8277-9390"},"institutions":[{"id":"https://openalex.org/I142910587","display_name":"University of Salento","ror":"https://ror.org/03fc1k060","country_code":"IT","type":"education","lineage":["https://openalex.org/I142910587"]},{"id":"https://openalex.org/I4210096856","display_name":"Innovation Engineering (Italy)","ror":"https://ror.org/00sxjp357","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210096856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Zappatore","raw_affiliation_strings":["University of Salento,Department of Engineering for Innovation,Lecce,Italy"],"affiliations":[{"raw_affiliation_string":"University of Salento,Department of Engineering for Innovation,Lecce,Italy","institution_ids":["https://openalex.org/I4210096856","https://openalex.org/I142910587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016445191","display_name":"Francesco Piccialli","orcid":"https://orcid.org/0000-0002-5179-2496"},"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":"Francesco Piccialli","raw_affiliation_strings":["University of Naples Federico II,Department of Mathematics and Applications “Renato Caccioppoli”,Napoli,Italy"],"affiliations":[{"raw_affiliation_string":"University of Naples Federico II,Department of Mathematics and Applications “Renato Caccioppoli”,Napoli,Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5115905081"],"corresponding_institution_ids":["https://openalex.org/I142910587","https://openalex.org/I4210096856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79899287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6441","last_page":"6450"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.06279999762773514,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.06279999762773514,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11128","display_name":"Transition Metal Oxide Nanomaterials","score":0.05920000001788139,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.05339999869465828,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/software-deployment","display_name":"Software deployment","score":0.6007000207901001},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.541100025177002},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.41440001130104065},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.3630000054836273},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.3569999933242798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6442999839782715},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6007000207901001},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.541100025177002},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41440001130104065},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.3630000054836273},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3569999933242798},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.32339999079704285},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27639999985694885},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2750000059604645},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2526000142097473}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11402453","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11402453","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2564572057","https://openalex.org/W2794670651","https://openalex.org/W2921728822","https://openalex.org/W3161008321","https://openalex.org/W4210315000","https://openalex.org/W4296906395","https://openalex.org/W4361828897","https://openalex.org/W4403964938"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2026-03-09T00:00:00"}