{"id":"https://openalex.org/W4399359720","doi":"https://doi.org/10.1145/3662009.3662020","title":"Thermal Characterization of AI Applications on AI Accelerators-equipped Microcontrollers","display_name":"Thermal Characterization of AI Applications on AI Accelerators-equipped Microcontrollers","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399359720","doi":"https://doi.org/10.1145/3662009.3662020"},"language":"en","primary_location":{"id":"doi:10.1145/3662009.3662020","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3662009.3662020","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3662009.3662020","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Body-Centric Computing Systems","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3662009.3662020","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101738769","display_name":"Si Young Jang","orcid":"https://orcid.org/0000-0002-9252-1887"},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"SiYoung Jang","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK"],"raw_orcid":"https://orcid.org/0000-0002-9252-1887","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053438231","display_name":"Fahim Kawsar","orcid":"https://orcid.org/0000-0001-5057-9557"},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]},{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fahim Kawsar","raw_affiliation_strings":["Nokia Bell Labs and University of Glasgow, Cambridge and Glasgow, UK"],"raw_orcid":"https://orcid.org/0000-0001-5057-9557","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs and University of Glasgow, Cambridge and Glasgow, UK","institution_ids":["https://openalex.org/I4210098141","https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084727763","display_name":"Chulhong Min","orcid":"https://orcid.org/0000-0002-5197-9840"},"institutions":[{"id":"https://openalex.org/I4210098141","display_name":"Nokia (United Kingdom)","ror":"https://ror.org/00zpf0626","country_code":"GB","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210098141"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chulhong Min","raw_affiliation_strings":["Nokia Bell Labs, Cambridge, UK"],"raw_orcid":"https://orcid.org/0000-0002-5197-9840","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Cambridge, UK","institution_ids":["https://openalex.org/I4210098141"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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/T10998","display_name":"Heat Transfer and Optimization","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9879000186920166,"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/microcontroller","display_name":"Microcontroller","score":0.7723755836486816},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.6279683709144592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.534080982208252},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.49735787510871887},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.430726021528244},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.30630916357040405},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.1241779625415802},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.084196537733078}],"concepts":[{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.7723755836486816},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.6279683709144592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.534080982208252},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.49735787510871887},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.430726021528244},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.30630916357040405},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.1241779625415802},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.084196537733078},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3662009.3662020","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3662009.3662020","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3662009.3662020","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Body-Centric Computing Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.gla.ac.uk:328607","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/64762.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceedings"}],"best_oa_location":{"id":"doi:10.1145/3662009.3662020","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3662009.3662020","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3662009.3662020","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Workshop on Body-Centric Computing Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399359720.pdf"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2955895406","https://openalex.org/W3151835028","https://openalex.org/W3174119208","https://openalex.org/W4388151137"],"related_works":["https://openalex.org/W4316095964","https://openalex.org/W2383001583","https://openalex.org/W2771395446","https://openalex.org/W3107994849","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2131084560","https://openalex.org/W3112038843","https://openalex.org/W3091627987","https://openalex.org/W2147310439"],"abstract_inverted_index":{"We":[0,20],"investigate":[1],"the":[2,14,22,51,59,77],"thermal":[3,15,60],"characteristics":[4,24],"of":[5,25,62,79],"tiny":[6],"ML":[7],"devices":[8],"with":[9],"AI":[10,64],"accelerators,":[11],"to":[12],"understand":[13],"impact":[16],"on":[17],"wearable":[18,81],"devices.":[19],"identify":[21],"unique":[23],"temperature":[26,31,36,39],"measurement,":[27],"temporal":[28],"and":[29,40,42,57,66,70],"spatial":[30],"variation,":[32],"define":[33],"two":[34],"novel":[35],"metrics,":[37],"saturation":[38],"rate,":[41],"report":[43],"these":[44],"metrics":[45],"for":[46,76],"each":[47],"compute":[48],"component.":[49],"For":[50],"analysis,":[52],"we":[53],"conduct":[54],"various":[55],"benchmarks":[56],"evaluate":[58],"profiles":[61],"different":[63],"applications":[65],"tasks.":[67],"The":[68],"results":[69],"insights":[71],"lay":[72],"an":[73],"empirical":[74],"foundation":[75],"development":[78],"heat-safe":[80],"hardware.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}