{"id":"https://openalex.org/W4391043361","doi":"https://doi.org/10.1145/3607890.3608461","title":"Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping","display_name":"Work-in-Progress: Micro-Accelerator-in-the-Loop Framework for MCU Integrated Accelerator Peripheral Fast Prototyping","publication_year":2023,"publication_date":"2023-09-17","ids":{"openalex":"https://openalex.org/W4391043361","doi":"https://doi.org/10.1145/3607890.3608461"},"language":"en","primary_location":{"id":"doi:10.1145/3607890.3608461","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607890.3608461","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607890.3608461","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Embedded Software","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3607890.3608461","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023061567","display_name":"Jisu Kwon","orcid":"https://orcid.org/0000-0002-0433-9533"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jisu Kwon","raw_affiliation_strings":["Kyungpook National University, Buk-gu, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"Kyungpook National University, Buk-gu, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030304824","display_name":"Daejin Park","orcid":"https://orcid.org/0000-0002-5560-873X"},"institutions":[{"id":"https://openalex.org/I31419693","display_name":"Kyungpook National University","ror":"https://ror.org/040c17130","country_code":"KR","type":"education","lineage":["https://openalex.org/I31419693"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Daejin Park","raw_affiliation_strings":["Kyungpook National University, Buk-gu, Daegu, South Korea"],"affiliations":[{"raw_affiliation_string":"Kyungpook National University, Buk-gu, Daegu, South Korea","institution_ids":["https://openalex.org/I31419693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023061567"],"corresponding_institution_ids":["https://openalex.org/I31419693"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21175387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10904","display_name":"Embedded Systems Design 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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9976000189781189,"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":0.848374605178833},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.7479506731033325},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7407357096672058},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.5833969116210938},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.5461944937705994},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.48247626423835754},{"id":"https://openalex.org/keywords/rapid-prototyping","display_name":"Rapid prototyping","score":0.46908631920814514},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45325925946235657},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.42452219128608704},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.42390933632850647},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.4056664705276489},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.35780635476112366},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11392080783843994}],"concepts":[{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.848374605178833},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.7479506731033325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7407357096672058},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.5833969116210938},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.5461944937705994},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.48247626423835754},{"id":"https://openalex.org/C2780395129","wikidata":"https://www.wikidata.org/wiki/Q1128971","display_name":"Rapid prototyping","level":2,"score":0.46908631920814514},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45325925946235657},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.42452219128608704},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.42390933632850647},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.4056664705276489},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.35780635476112366},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11392080783843994},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3607890.3608461","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607890.3608461","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607890.3608461","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Embedded Software","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3607890.3608461","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3607890.3608461","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3607890.3608461","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Embedded Software","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2234619236","display_name":null,"funder_award_id":"2022-0-01170","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G2514124704","display_name":null,"funder_award_id":"2022-0-01170","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G3369221025","display_name":null,"funder_award_id":"RS-2023-00228970","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G3923353966","display_name":null,"funder_award_id":"2020M3H2A1078119","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4564405338","display_name":null,"funder_award_id":"4199990113966","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4700831490","display_name":null,"funder_award_id":"2022-","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G5313669312","display_name":null,"funder_award_id":"RS-2023-00228970","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5340376932","display_name":null,"funder_award_id":"2021-0-00944","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5474923924","display_name":null,"funder_award_id":"2022-0-01170","funder_id":"https://openalex.org/F4320322202","funder_display_name":"IC Design Education Center"},{"id":"https://openalex.org/G6072120315","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320322202","display_name":"IC Design Education Center","ror":"https://ror.org/005v57z85"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391043361.pdf","grobid_xml":"https://content.openalex.org/works/W4391043361.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W3017521908","https://openalex.org/W3158020464","https://openalex.org/W3158216587","https://openalex.org/W4309287541"],"related_works":["https://openalex.org/W4316095964","https://openalex.org/W2383001583","https://openalex.org/W2771395446","https://openalex.org/W2131084560","https://openalex.org/W3112038843","https://openalex.org/W3209836052","https://openalex.org/W2088310429","https://openalex.org/W2785417401","https://openalex.org/W4388581273","https://openalex.org/W2058784220"],"abstract_inverted_index":{"The":[0],"resource":[1],"constraints":[2],"of":[3,37,56,77,100,106,115,134],"MCU-based":[4],"platforms":[5],"limits":[6],"their":[7],"ability":[8],"to":[9,20,33,53,60,139],"utilize":[10],"high-performance":[11],"accelerators":[12,29],"such":[13],"as":[14,31,48],"GPUs":[15],"or":[16],"servers,":[17],"mainly":[18],"due":[19],"insufficient":[21],"resources":[22],"for":[23,118],"ML":[24],"applications.":[25],"Currently,":[26],"solutions":[27],"utilizing":[28],"connected":[30],"peripherals":[32],"the":[34,54,58,61,65,69,78,83,113,116,126],"on-chip":[35,66],"bus":[36,67],"microcontroller":[38],"units":[39],"(MCUs)":[40],"are":[41],"being":[42],"proposed.":[43],"We":[44],"define":[45],"this":[46,90],"approach":[47],"a":[49,72,94,130,140],"Micro-Accelerator":[50],"(MA).":[51],"Due":[52],"necessity":[55],"connecting":[57],"MA":[59,84,102,117],"MCU":[62],"core":[63],"and":[64,103,136],"within":[68,125],"chip,":[70],"conducting":[71],"iterative":[73],"full":[74],"system":[75],"evaluation":[76],"embedded":[79],"software":[80],"that":[81,96],"drives":[82],"poses":[85],"significant":[86],"challenges.":[87],"To":[88],"address":[89],"challenge,":[91],"we":[92],"propose":[93],"framework":[95,128],"enables":[97],"rapid":[98],"prototyping":[99],"custom-designed":[101],"facilitates":[104],"profiling":[105],"its":[107],"acceleration":[108],"performance.":[109],"Experimental":[110],"results":[111],"evaluating":[112],"performance":[114],"two":[119],"tiny":[120],"machine":[121,142],"learning":[122,143],"(TinyML)":[123],"applications":[124],"proposed":[127],"demonstrate":[129],"cycle":[131],"latency":[132],"reduction":[133],"84.32%":[135],"61.32%":[137],"compared":[138],"general":[141],"framework,":[144],"respectively.":[145]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
