{"id":"https://openalex.org/W4293025825","doi":"https://doi.org/10.1145/3489517.3530631","title":"ScaleHLS","display_name":"ScaleHLS","publication_year":2022,"publication_date":"2022-07-10","ids":{"openalex":"https://openalex.org/W4293025825","doi":"https://doi.org/10.1145/3489517.3530631"},"language":"en","primary_location":{"id":"doi:10.1145/3489517.3530631","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489517.3530631","pdf_url":null,"source":{"id":"https://openalex.org/S4363608816","display_name":"Proceedings of the 59th ACM/IEEE Design Automation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 59th ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"},"type":"article","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/A5088715551","display_name":"Hanchen Ye","orcid":"https://orcid.org/0000-0002-6646-8146"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hanchen Ye","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015767878","display_name":"Hyegang Jun","orcid":"https://orcid.org/0000-0002-7879-6884"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"HyeGang Jun","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070809707","display_name":"Hyunmin Jeong","orcid":"https://orcid.org/0000-0001-7824-0993"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyunmin Jeong","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014827775","display_name":"Stephen Neuendorffer","orcid":"https://orcid.org/0000-0003-2956-8428"},"institutions":[{"id":"https://openalex.org/I1311921367","display_name":"Advanced Micro Devices (Canada)","ror":"https://ror.org/02yh0k313","country_code":"CA","type":"company","lineage":["https://openalex.org/I1311921367","https://openalex.org/I4210137977"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephen Neuendorffer","raw_affiliation_strings":["Advanced Micro Devices Inc"],"affiliations":[{"raw_affiliation_string":"Advanced Micro Devices Inc","institution_ids":["https://openalex.org/I1311921367"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056321228","display_name":"Deming Chen","orcid":"https://orcid.org/0000-0002-3016-0270"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deming Chen","raw_affiliation_strings":["University of Illinois at Urbana-Champaign"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088715551"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":7.5367,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.99096386,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1355","last_page":"1358"},"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":0.9970999956130981,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9700999855995178,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.8975922465324402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8311353921890259},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7778581380844116},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.6733731031417847},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.6625717878341675},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6296538710594177},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6060367822647095},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6045945286750793},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.57021564245224},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.4896135926246643},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4384623169898987},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.36954036355018616},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3322395086288452},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1641240119934082},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09586098790168762}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.8975922465324402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8311353921890259},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7778581380844116},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.6733731031417847},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.6625717878341675},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6296538710594177},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6060367822647095},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6045945286750793},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.57021564245224},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.4896135926246643},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4384623169898987},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.36954036355018616},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3322395086288452},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1641240119934082},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09586098790168762}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3489517.3530631","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489517.3530631","pdf_url":null,"source":{"id":"https://openalex.org/S4363608816","display_name":"Proceedings of the 59th ACM/IEEE Design Automation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 59th ACM/IEEE Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W4424585","https://openalex.org/W2912798479","https://openalex.org/W2913707927","https://openalex.org/W3027968530","https://openalex.org/W3130528331","https://openalex.org/W4245002030","https://openalex.org/W4300845283"],"related_works":["https://openalex.org/W2778498407","https://openalex.org/W2125855853","https://openalex.org/W4281926497","https://openalex.org/W2274562545","https://openalex.org/W4245652312","https://openalex.org/W2269990635","https://openalex.org/W3146054601","https://openalex.org/W2042762783","https://openalex.org/W2531450434","https://openalex.org/W4283730710"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3,82],"enhanced":[4,83,117],"version":[5,32,118],"of":[6,33,55,68,77],"a":[7,96],"scalable":[8],"HLS":[9,18,70,84,104],"(High-Level":[10],"Synthesis)":[11],"framework":[12],"named":[13],"ScaleHLS,":[14,78,115],"which":[15],"can":[16],"compile":[17],"C/C++":[19,40],"programs":[20],"and":[21,26,42,66,86,93,95],"PyTorch":[22,43],"models":[23,44],"to":[24,102,112,124],"highly-efficient":[25],"synthesizable":[27],"C++":[28,92],"designs.":[29,71],"The":[30],"original":[31,114],"ScaleHLS":[34,56,128],"achieved":[35],"significant":[36],"speedup":[37,121],"on":[38,57,126],"both":[39,91],"kernels":[41],"[14].":[45],"In":[46],"this":[47],"paper,":[48],"we":[49,79],"first":[50],"highlight":[51],"the":[52,59,63,75,113,120],"key":[53],"features":[54],"tackling":[58],"challenges":[60],"present":[61],"in":[62,90],"representation,":[64],"optimization,":[65],"exploration":[67,100],"large-scale":[69],"To":[72],"further":[73],"improve":[74],"scalability":[76],"then":[80],"propose":[81],"transform":[85],"analysis":[87],"library":[88],"supported":[89],"Python,":[94],"new":[97],"design":[98],"space":[99],"algorithm":[101],"handle":[103],"designs":[105],"with":[106],"hierarchical":[107],"structures":[108],"more":[109],"effectively.":[110],"Comparing":[111],"our":[116],"improves":[119],"by":[122],"up":[123],"60.9\u00d7":[125],"FPGAs.":[127],"is":[129],"fully":[130],"open-sourced":[131],"at":[132],"https://github.com/hanchenye/scalehls.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2022-08-25T00:00:00"}
