{"id":"https://openalex.org/W4319597802","doi":"https://doi.org/10.3390/s23041911","title":"Horizontally Distributed Inference of Deep Neural Networks for AI-Enabled IoT","display_name":"Horizontally Distributed Inference of Deep Neural Networks for AI-Enabled IoT","publication_year":2023,"publication_date":"2023-02-08","ids":{"openalex":"https://openalex.org/W4319597802","doi":"https://doi.org/10.3390/s23041911","pmid":"https://pubmed.ncbi.nlm.nih.gov/36850508"},"language":"en","primary_location":{"id":"doi:10.3390/s23041911","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041911","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/s23041911","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080614157","display_name":"Iv\u00e1n Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-9619-4852"},"institutions":[{"id":"https://openalex.org/I102401767","display_name":"University of Arkansas at Little Rock","ror":"https://ror.org/04fttyv97","country_code":"US","type":"education","lineage":["https://openalex.org/I102401767"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ivan Rodriguez-Conde","raw_affiliation_strings":["Department of Computer Science, University of Arkansas at Little Rock, 2801 South University Avenue, Little Rock, AR 72204, USA"],"raw_orcid":"https://orcid.org/0000-0002-9619-4852","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Arkansas at Little Rock, 2801 South University Avenue, Little Rock, AR 72204, USA","institution_ids":["https://openalex.org/I102401767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078194860","display_name":"Celso Campos","orcid":"https://orcid.org/0000-0001-8849-4989"},"institutions":[{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Celso Campos","raw_affiliation_strings":["Department of Computer Science, ESEI\u2014Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Universidade de Vigo, 32004 Ourense, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8849-4989","affiliations":[{"raw_affiliation_string":"Department of Computer Science, ESEI\u2014Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Universidade de Vigo, 32004 Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048392452","display_name":"Florentino Fdez\u2010Riverola","orcid":"https://orcid.org/0000-0002-3943-8013"},"institutions":[{"id":"https://openalex.org/I4210091478","display_name":"Galicia Sur Biomedical Foundation","ror":"https://ror.org/00jdfsf63","country_code":"ES","type":"other","lineage":["https://openalex.org/I4210091478"]},{"id":"https://openalex.org/I4210158352","display_name":"Servicio Gallego de Salud","ror":"https://ror.org/0591s4t67","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210158352"]},{"id":"https://openalex.org/I6289922","display_name":"Universidade de Vigo","ror":"https://ror.org/05rdf8595","country_code":"ES","type":"education","lineage":["https://openalex.org/I6289922"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Florentino Fdez-Riverola","raw_affiliation_strings":["CINBIO, Department of Computer Science, ESEI\u2014Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Universidade de Vigo, 32004 Ourense, Spain","SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, 36213 Vigo, Spain"],"raw_orcid":"https://orcid.org/0000-0002-3943-8013","affiliations":[{"raw_affiliation_string":"CINBIO, Department of Computer Science, ESEI\u2014Escuela Superior de Ingenier\u00eda Inform\u00e1tica, Universidade de Vigo, 32004 Ourense, Spain","institution_ids":["https://openalex.org/I6289922"]},{"raw_affiliation_string":"SING Research Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, 36213 Vigo, Spain","institution_ids":["https://openalex.org/I4210091478","https://openalex.org/I4210158352"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080614157"],"corresponding_institution_ids":["https://openalex.org/I102401767"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.8812,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90986589,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"23","issue":"4","first_page":"1911","last_page":"1911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9994000196456909,"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":0.9994000196456909,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9987999796867371,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9955999851226807,"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":0.7418552041053772},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5980939865112305},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.5707070827484131},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.5664628744125366},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5599669218063354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4840478301048279},{"id":"https://openalex.org/keywords/schematic","display_name":"Schematic","score":0.44184985756874084},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4333474338054657},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.413802832365036},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.412278950214386},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32266542315483093},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1306658387184143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418552041053772},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5980939865112305},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.5707070827484131},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.5664628744125366},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5599669218063354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4840478301048279},{"id":"https://openalex.org/C192328126","wikidata":"https://www.wikidata.org/wiki/Q4514647","display_name":"Schematic","level":2,"score":0.44184985756874084},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4333474338054657},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.413802832365036},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.412278950214386},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32266542315483093},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1306658387184143},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s23041911","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041911","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36850508","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36850508","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9958567","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9958567","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9958567/pdf/sensors-23-01911.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:www.investigo.biblioteca.uvigo.es:11093/4491","is_oa":true,"landing_page_url":"http://hdl.handle.net/11093/4491","pdf_url":"https://www.investigo.biblioteca.uvigo.es/xmlui/bitstream/11093/4491/1/Rodr%c3%adguezConde_Iv%c3%a1n_2023_Hor_dis_inf.pdf","source":{"id":"https://openalex.org/S4377196408","display_name":"Investigo Institutional repository of UVigo (Universidade de Vigo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I6289922","host_organization_name":"Universidade de Vigo","host_organization_lineage":["https://openalex.org/I6289922"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:c0d7c53dbd1b4e5abdef1bcf2847922d","is_oa":true,"landing_page_url":"https://doaj.org/article/c0d7c53dbd1b4e5abdef1bcf2847922d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 4, p 1911 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/4/1911/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23041911","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23041911","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23041911","pdf_url":null,"source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1496055848","display_name":null,"funder_award_id":"ED431C","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G1622782223","display_name":null,"funder_award_id":"MCIN/AEI/10","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G2236341543","display_name":null,"funder_award_id":"PDC2021-121644-I00","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G289314026","display_name":null,"funder_award_id":"ED431C 2022/03-GRC","funder_id":"https://openalex.org/F4320326655","funder_display_name":"Xunta de Galicia"},{"id":"https://openalex.org/G3480869486","display_name":null,"funder_award_id":"13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3694284866","display_name":null,"funder_award_id":"ED431C","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G4260624270","display_name":null,"funder_award_id":"DPI2017-87494-R","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"},{"id":"https://openalex.org/G5080475149","display_name":null,"funder_award_id":"10.13039","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6537938641","display_name":null,"funder_award_id":"DPI2017-87494-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G7084143925","display_name":null,"funder_award_id":"AEI/10","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G7535663061","display_name":null,"funder_award_id":"AEI/10.","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G8846571270","display_name":null,"funder_award_id":"PDC2021-121644-I00","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320326655","display_name":"Xunta de Galicia","ror":"https://ror.org/0181xnw06"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W2094756095","https://openalex.org/W2097117768","https://openalex.org/W2114623221","https://openalex.org/W2135099885","https://openalex.org/W2142801765","https://openalex.org/W2143488688","https://openalex.org/W2144554277","https://openalex.org/W2152839228","https://openalex.org/W2180957808","https://openalex.org/W2194775991","https://openalex.org/W2227553894","https://openalex.org/W2405578611","https://openalex.org/W2417429787","https://openalex.org/W2493746814","https://openalex.org/W2546536770","https://openalex.org/W2570343428","https://openalex.org/W2581511846","https://openalex.org/W2609971076","https://openalex.org/W2612193523","https://openalex.org/W2618530766","https://openalex.org/W2737889100","https://openalex.org/W2751904527","https://openalex.org/W2754227693","https://openalex.org/W2770592352","https://openalex.org/W2770987547","https://openalex.org/W2786027963","https://openalex.org/W2787884921","https://openalex.org/W2809373459","https://openalex.org/W2886776382","https://openalex.org/W2890671741","https://openalex.org/W2896180420","https://openalex.org/W2899181753","https://openalex.org/W2909099954","https://openalex.org/W2910121883","https://openalex.org/W2920031528","https://openalex.org/W2922438466","https://openalex.org/W2945146780","https://openalex.org/W2945730492","https://openalex.org/W2947620500","https://openalex.org/W2950865323","https://openalex.org/W2960833983","https://openalex.org/W2960944858","https://openalex.org/W2962814013","https://openalex.org/W2963125010","https://openalex.org/W2963232127","https://openalex.org/W2963240573","https://openalex.org/W2965960779","https://openalex.org/W2966086598","https://openalex.org/W2968416780","https://openalex.org/W2971544482","https://openalex.org/W2981854649","https://openalex.org/W2997106510","https://openalex.org/W3005276590","https://openalex.org/W3008492011","https://openalex.org/W3012125688","https://openalex.org/W3012561096","https://openalex.org/W3023935494","https://openalex.org/W3026206397","https://openalex.org/W3030218575","https://openalex.org/W3039095521","https://openalex.org/W3041971333","https://openalex.org/W3045832151","https://openalex.org/W3048233142","https://openalex.org/W3090879920","https://openalex.org/W3098486933","https://openalex.org/W3100321043","https://openalex.org/W3102460956","https://openalex.org/W3105886168","https://openalex.org/W3108109508","https://openalex.org/W3110777925","https://openalex.org/W3113878582","https://openalex.org/W3117065193","https://openalex.org/W3130823781","https://openalex.org/W3134255974","https://openalex.org/W3134603645","https://openalex.org/W3159010353","https://openalex.org/W3161432682","https://openalex.org/W3161936722","https://openalex.org/W3168779312","https://openalex.org/W3190310847","https://openalex.org/W3202663365","https://openalex.org/W3203486241","https://openalex.org/W3204336764","https://openalex.org/W3216099748","https://openalex.org/W4200552471","https://openalex.org/W4205369066","https://openalex.org/W4220969192","https://openalex.org/W4224211730","https://openalex.org/W4235435541","https://openalex.org/W4236853429","https://openalex.org/W4249516033","https://openalex.org/W4283204791","https://openalex.org/W4285217780","https://openalex.org/W4293024010","https://openalex.org/W4312641201","https://openalex.org/W4387107515","https://openalex.org/W6683722107","https://openalex.org/W6736976783","https://openalex.org/W6785991488"],"related_works":["https://openalex.org/W3154683910","https://openalex.org/W1846734616","https://openalex.org/W3134543635","https://openalex.org/W2359532622","https://openalex.org/W2921318524","https://openalex.org/W2377571686","https://openalex.org/W4380988671","https://openalex.org/W1925657225","https://openalex.org/W2000469917","https://openalex.org/W2072518676"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"the":[2,9,15,27,32,39,55,68,76,79,89,92,96,107,117,121,126,135,140,146],"pervasiveness":[3],"of":[4,11,26,34,43,59,71,91,106,120,128],"artificial":[5],"intelligence":[6],"(AI)":[7],"and":[8,41,95,103,110,142,145],"Internet":[10],"Things":[12],"(IoT)":[13],"in":[14,56,152],"current":[16],"\"smart":[17],"everything\"":[18],"scenario,":[19],"this":[20],"article":[21],"provides":[22],"a":[23,48],"comprehensive":[24],"overview":[25],"most":[28,80],"recent":[29],"research":[30],"at":[31,139],"intersection":[33],"both":[35,134],"domains,":[36],"focusing":[37],"on":[38,88],"design":[40,127,141],"development":[42],"specific":[44,147],"mechanisms":[45],"for":[46],"enabling":[47],"collaborative":[49],"inference":[50],"across":[51],"edge":[52],"devices":[53],"towards":[54],"situ":[57],"execution":[58],"highly":[60],"complex":[61],"state-of-the-art":[62],"deep":[63],"neural":[64],"networks":[65],"(DNNs),":[66],"despite":[67],"resource-constrained":[69],"nature":[70],"such":[72,129],"infrastructures.":[73],"In":[74],"particular,":[75],"review":[77],"discusses":[78],"salient":[81],"approaches":[82],"conceived":[83],"along":[84],"those":[85],"lines,":[86],"elaborating":[87],"specificities":[90],"partitioning":[93],"schemes":[94],"parallelism":[97],"paradigms":[98],"explored,":[99],"providing":[100],"an":[101],"organized":[102],"schematic":[104],"discussion":[105],"underlying":[108],"workflows":[109],"associated":[111],"communication":[112],"patterns,":[113],"as":[114,116],"well":[115],"architectural":[118],"aspects":[119],"DNNs":[122],"that":[123],"have":[124],"driven":[125],"techniques,":[130],"while":[131],"also":[132],"highlighting":[133],"primary":[136],"challenges":[137],"encountered":[138],"operational":[143],"levels":[144],"adjustments":[148],"or":[149],"enhancements":[150],"explored":[151],"response":[153],"to":[154],"them.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
