{"id":"https://openalex.org/W4404524136","doi":"https://doi.org/10.1007/978-3-031-77731-8_25","title":"Deep Learning Inference on Edge: A Preliminary Device Comparison","display_name":"Deep Learning Inference on Edge: A Preliminary Device Comparison","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404524136","doi":"https://doi.org/10.1007/978-3-031-77731-8_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-77731-8_25","doi":"https://doi.org/10.1007/978-3-031-77731-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77731-8_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4404524657","display_name":"Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2024"},"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Manuel L. Gonz\u00e1lez","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel L. Gonz\u00e1lez","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101451289","display_name":"Jorge Ruiz","orcid":"https://orcid.org/0009-0006-1357-1461","observed_orcids":["https://orcid.org/0009-0006-1357-1461"]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Ruiz","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lidia Andr\u00e9s","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Lidia Andr\u00e9s","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086448782","display_name":"Randy Lozada","orcid":"https://orcid.org/0000-0003-3697-1805","observed_orcids":["https://orcid.org/0000-0003-3697-1805"]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Randy Lozada","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044977420","display_name":"Erik S. Skibinsky-Gitlin","orcid":"https://orcid.org/0000-0002-9562-8866","observed_orcids":["https://orcid.org/0000-0002-9562-8866"]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Erik S. Skibinsky","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101676482","display_name":"Jorge Onrubia Fern\u00e1ndez","orcid":"https://orcid.org/0000-0003-0281-043X","observed_orcids":["https://orcid.org/0000-0003-0281-043X","https://orcid.org/0000-0001-9801-7043"]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jorge Fern\u00e1ndez","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020890536","display_name":"Javier Sedano","orcid":"https://orcid.org/0000-0002-4191-8438","observed_orcids":["https://orcid.org/0000-0002-4191-8438"]},"institutions":[{"id":"https://openalex.org/I4210113112","display_name":"ITCL Technology Centre","ror":"https://ror.org/01f3b0g09","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210113112"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Sedano","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Castilla y Le\u00f3n, Burgos, Spain","institution_ids":["https://openalex.org/I4210113112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058593839","display_name":"\u00c1ngel Miguel Garc\u00eda-Vico","orcid":"https://orcid.org/0000-0003-1583-2128","observed_orcids":["https://orcid.org/0000-0003-1583-2128"]},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"\u00c1ngel M. Garc\u00eda-Vico","raw_affiliation_strings":["Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Ja\u00e9n, 23071, Ja\u00e9n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Ja\u00e9n, 23071, Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210113112"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.559,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.81134099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"276"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.6615999937057495,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.6615999937057495,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.30709999799728394,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.012000000104308128,"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/edge-computing","display_name":"edge computing","score":0.8230000138282776},{"id":"https://openalex.org/keywords/deep-learning-inference","display_name":"deep learning inference","score":0.9869999885559082},{"id":"https://openalex.org/keywords/inference-latency","display_name":"inference latency","score":0.6200000047683716},{"id":"https://openalex.org/keywords/power-consumption","display_name":"power consumption","score":0.8799999952316284},{"id":"https://openalex.org/keywords/device-benchmarking","display_name":"device benchmarking","score":0.6819999814033508},{"id":"https://openalex.org/keywords/nvidia-jetson","display_name":"NVIDIA Jetson","score":0.8489999771118164},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9599999785423279},{"id":"https://openalex.org/keywords/fully-connected-neural-network","display_name":"fully connected neural network","score":0.8510000109672546}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.855658769607544},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6718760132789612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6209074258804321},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5513696670532227},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4835226535797119},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.41980379819869995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39281779527664185},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08827951550483704},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-77731-8_25","doi":"https://doi.org/10.1007/978-3-031-77731-8_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77731-8_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2798084934","https://openalex.org/W2953738034","https://openalex.org/W2960833983","https://openalex.org/W2962814013","https://openalex.org/W2980856918","https://openalex.org/W3101493857","https://openalex.org/W3108690123","https://openalex.org/W3172744943","https://openalex.org/W3200743575","https://openalex.org/W3213154195","https://openalex.org/W4205632673","https://openalex.org/W4213390660","https://openalex.org/W4293661496","https://openalex.org/W4307190627","https://openalex.org/W4309729786","https://openalex.org/W4312404970","https://openalex.org/W4360605012","https://openalex.org/W4386970481","https://openalex.org/W4396855735"],"related_works":["https://openalex.org/W3193291399","https://openalex.org/W3021685836","https://openalex.org/W3164228065","https://openalex.org/W4372263903","https://openalex.org/W6981761789","https://openalex.org/W4405094051","https://openalex.org/W3168541340","https://openalex.org/W3103213585","https://openalex.org/W3010691265","https://openalex.org/W7027645696"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2024-11-20T00:00:00"}