{"id":"https://openalex.org/W4409282372","doi":"https://doi.org/10.1145/3676536.3697112","title":"Dataflow Accelerator Architecture for Autonomous Machine Computing","display_name":"Dataflow Accelerator Architecture for Autonomous Machine Computing","publication_year":2024,"publication_date":"2024-10-27","ids":{"openalex":"https://openalex.org/W4409282372","doi":"https://doi.org/10.1145/3676536.3697112"},"language":"en","primary_location":{"id":"doi:10.1145/3676536.3697112","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697112","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697112","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","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/10.1145/3676536.3697112","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050739558","display_name":"Shaoshan Liu","orcid":"https://orcid.org/0000-0002-5132-8351"},"institutions":[{"id":"https://openalex.org/I4210104064","display_name":"Shenzhen Academy of Robotics","ror":"https://ror.org/01h027j09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210104064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaoshan Liu","raw_affiliation_strings":["Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-5132-8351","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China","institution_ids":["https://openalex.org/I4210104064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023684582","display_name":"Yuhao Zhu","orcid":"https://orcid.org/0000-0002-2802-0578"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuhao Zhu","raw_affiliation_strings":["University of Rochester, Rochester, New York, USA"],"raw_orcid":"https://orcid.org/0000-0002-2802-0578","affiliations":[{"raw_affiliation_string":"University of Rochester, Rochester, New York, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024538192","display_name":"Yu Bo","orcid":"https://orcid.org/0000-0002-0139-3622"},"institutions":[{"id":"https://openalex.org/I4210104064","display_name":"Shenzhen Academy of Robotics","ror":"https://ror.org/01h027j09","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210104064"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Yu","raw_affiliation_strings":["Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0139-3622","affiliations":[{"raw_affiliation_string":"Shenzhen Institute of Artificial Intelligence and Robotics for Society, Shenzhen, China","institution_ids":["https://openalex.org/I4210104064"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019948826","display_name":"Jean\u2010Luc Gaudiot","orcid":"https://orcid.org/0000-0001-9164-8731"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jean-Luc Gaudiot","raw_affiliation_strings":["University of California, Irvine, Irvine, California, USA"],"raw_orcid":"https://orcid.org/0000-0001-9164-8731","affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, California, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046024163","display_name":"Guang R. Gao","orcid":"https://orcid.org/0000-0002-5265-7528"},"institutions":[{"id":"https://openalex.org/I86501945","display_name":"University of Delaware","ror":"https://ror.org/01sbq1a82","country_code":"US","type":"education","lineage":["https://openalex.org/I86501945"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangrong Gao","raw_affiliation_strings":["University of Delaware, Newark, Delaware, USA"],"raw_orcid":"https://orcid.org/0000-0002-5265-7528","affiliations":[{"raw_affiliation_string":"University of Delaware, Newark, Delaware, USA","institution_ids":["https://openalex.org/I86501945"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9028,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75057844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9911999702453613,"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":0.9911999702453613,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9879999756813049,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dataflow","display_name":"Dataflow","score":0.9130561351776123},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7879173159599304},{"id":"https://openalex.org/keywords/dataflow-architecture","display_name":"Dataflow architecture","score":0.7376591563224792},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6507986783981323},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5961126685142517},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.37937232851982117},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35184070467948914}],"concepts":[{"id":"https://openalex.org/C96324660","wikidata":"https://www.wikidata.org/wiki/Q205446","display_name":"Dataflow","level":2,"score":0.9130561351776123},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879173159599304},{"id":"https://openalex.org/C176727019","wikidata":"https://www.wikidata.org/wiki/Q1172415","display_name":"Dataflow architecture","level":3,"score":0.7376591563224792},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6507986783981323},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5961126685142517},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.37937232851982117},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35184070467948914},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3676536.3697112","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697112","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697112","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3676536.3697112","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3676536.3697112","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3676536.3697112","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7300000190734863,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409282372.pdf","grobid_xml":"https://content.openalex.org/works/W4409282372.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1977149250","https://openalex.org/W2018885404","https://openalex.org/W2144700431","https://openalex.org/W2147345262","https://openalex.org/W2161864047","https://openalex.org/W2741014559","https://openalex.org/W2891677407","https://openalex.org/W2909863283","https://openalex.org/W2955155286","https://openalex.org/W2962754043","https://openalex.org/W3101263752","https://openalex.org/W3152163438","https://openalex.org/W3156254626","https://openalex.org/W3159326265","https://openalex.org/W3182508700","https://openalex.org/W3207620878","https://openalex.org/W4206461363","https://openalex.org/W4237796502","https://openalex.org/W4246838776","https://openalex.org/W4251918795","https://openalex.org/W6756486208","https://openalex.org/W6798126678"],"related_works":["https://openalex.org/W2564598376","https://openalex.org/W1484403103","https://openalex.org/W2584408851","https://openalex.org/W2115158825","https://openalex.org/W2101960124","https://openalex.org/W4377693460","https://openalex.org/W2033683327","https://openalex.org/W2783505431","https://openalex.org/W2521947294","https://openalex.org/W4236419692"],"abstract_inverted_index":{"Commercial":[0],"autonomous":[1,31,57,80],"machines":[2,32],"is":[3,9,33],"a":[4,26,67],"thriving":[5],"sector,":[6],"one":[7],"that":[8,46,75],"likely":[10],"the":[11,54,71,77],"next":[12],"ubiquitous":[13],"computing":[14,28,44],"platform,":[15],"after":[16],"Personal":[17],"Computers":[18],"(PC),":[19],"cloud":[20],"computing,":[21,59],"and":[22,35],"mobile":[23],"computing.":[24],"Nevertheless,":[25],"suitable":[27],"substrate":[29],"for":[30],"missing,":[34],"many":[36],"companies":[37],"are":[38,47],"forced":[39],"to":[40],"develop":[41],"ad":[42],"hoc":[43],"solutions":[45],"neither":[48],"principled":[49],"nor":[50],"extensible.":[51],"By":[52],"analyzing":[53],"demands":[55],"of":[56,70,79],"machine":[58,81],"this":[60],"article":[61],"proposes":[62],"Dataflow":[63],"Accelerator":[64],"Architecture":[65],"(DAA),":[66],"modern":[68],"instantiation":[69],"classic":[72],"dataflow":[73],"principle,":[74],"matches":[76],"characteristics":[78],"software.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
