{"id":"https://openalex.org/W4313351042","doi":"https://doi.org/10.1007/978-3-031-20936-9_31","title":"Latency and\u00a0Energy Consumption of\u00a0Convolutional Neural Network Models from\u00a0IoT Edge Perspective","display_name":"Latency and\u00a0Energy Consumption of\u00a0Convolutional Neural Network Models from\u00a0IoT Edge Perspective","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4313351042","doi":"https://doi.org/10.1007/978-3-031-20936-9_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20936-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20936-9_31","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,"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"},"type":"book-chapter","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/A5088988289","display_name":"Sebastian Hauschild","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sebastian Hauschild","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Center of Excellence CoSA, University of Applied Sciences Luebeck, M\u00f6nkhofer Weg 239, 23562, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Center of Excellence CoSA, University of Applied Sciences Luebeck, M\u00f6nkhofer Weg 239, 23562, L\u00fcbeck, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072807710","display_name":"Horst Hellbr\u00fcck","orcid":"https://orcid.org/0000-0001-7619-8015"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Horst Hellbr\u00fcck","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Center of Excellence CoSA, University of Applied Sciences Luebeck, M\u00f6nkhofer Weg 239, 23562, L\u00fcbeck, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Center of Excellence CoSA, University of Applied Sciences Luebeck, M\u00f6nkhofer Weg 239, 23562, L\u00fcbeck, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088988289"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.47437787,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"385","last_page":"396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9987000226974487,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9987000226974487,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9984999895095825,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8685460090637207},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6148123741149902},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5528466701507568},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5464977622032166},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5367089509963989},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5025167465209961},{"id":"https://openalex.org/keywords/flops","display_name":"FLOPS","score":0.4440910220146179},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4290342926979065},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4254688620567322},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.389975905418396},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35894930362701416},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34126171469688416},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20126426219940186},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12416818737983704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8685460090637207},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6148123741149902},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5528466701507568},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5464977622032166},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5367089509963989},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5025167465209961},{"id":"https://openalex.org/C3826847","wikidata":"https://www.wikidata.org/wiki/Q188768","display_name":"FLOPS","level":2,"score":0.4440910220146179},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4290342926979065},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4254688620567322},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.389975905418396},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35894930362701416},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34126171469688416},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20126426219940186},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12416818737983704},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-20936-9_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20936-9_31","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,"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":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1729515835","https://openalex.org/W1977295820","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W3012037263","https://openalex.org/W3034408420","https://openalex.org/W3041206473","https://openalex.org/W3045832908","https://openalex.org/W3094632381","https://openalex.org/W3096360059","https://openalex.org/W3109847748","https://openalex.org/W3173790749","https://openalex.org/W3211127556","https://openalex.org/W4206477818","https://openalex.org/W4221082773","https://openalex.org/W6603394118"],"related_works":["https://openalex.org/W4362682396","https://openalex.org/W4213318358","https://openalex.org/W4210780362","https://openalex.org/W3194916711","https://openalex.org/W4312535328","https://openalex.org/W2899282897","https://openalex.org/W2910779810","https://openalex.org/W4363647285","https://openalex.org/W3045046001","https://openalex.org/W3193936498"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
