{"id":"https://openalex.org/W3130528331","doi":"https://doi.org/10.1145/3431920.3439478","title":"PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow","display_name":"PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow","publication_year":2021,"publication_date":"2021-02-17","ids":{"openalex":"https://openalex.org/W3130528331","doi":"https://doi.org/10.1145/3431920.3439478","mag":"3130528331"},"language":"en","primary_location":{"id":"doi:10.1145/3431920.3439478","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3431920.3439478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","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/A5050532440","display_name":"Sitao Huang","orcid":"https://orcid.org/0000-0001-7669-1467"},"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":"Sitao Huang","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073106039","display_name":"Kun Wu","orcid":"https://orcid.org/0000-0002-0149-1409"},"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":"Kun Wu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","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, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070397040","display_name":"Chengyue Wang","orcid":"https://orcid.org/0000-0002-8886-2523"},"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"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Chengyue Wang","raw_affiliation_strings":["Zhejiang University/University of Illinois at Urbana-Champaign Institute, Hangzhou, Zhejiang Province, China"],"affiliations":[{"raw_affiliation_string":"Zhejiang University/University of Illinois at Urbana-Champaign Institute, Hangzhou, Zhejiang Province, China","institution_ids":["https://openalex.org/I157725225","https://openalex.org/I76130692"]}]},{"author_position":"middle","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, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040404999","display_name":"Wen\u2010mei Hwu","orcid":"https://orcid.org/0000-0003-2532-5349"},"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":"Wen-mei Hwu","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Urbana, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5050532440"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":2.7634,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90075734,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9968000054359436,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.989799976348877,"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/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.828513503074646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8145772218704224},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.730229377746582},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.6758053302764893},{"id":"https://openalex.org/keywords/compiler","display_name":"Compiler","score":0.5520449876785278},{"id":"https://openalex.org/keywords/design-flow","display_name":"Design flow","score":0.5107884407043457},{"id":"https://openalex.org/keywords/reconfigurable-computing","display_name":"Reconfigurable computing","score":0.4981689453125},{"id":"https://openalex.org/keywords/vhdl","display_name":"VHDL","score":0.4290877878665924},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.42024779319763184},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3706199526786804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3629659116268158},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3581531047821045},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.25341564416885376}],"concepts":[{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.828513503074646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8145772218704224},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.730229377746582},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.6758053302764893},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.5520449876785278},{"id":"https://openalex.org/C37135326","wikidata":"https://www.wikidata.org/wiki/Q931942","display_name":"Design flow","level":2,"score":0.5107884407043457},{"id":"https://openalex.org/C142962650","wikidata":"https://www.wikidata.org/wiki/Q240838","display_name":"Reconfigurable computing","level":3,"score":0.4981689453125},{"id":"https://openalex.org/C36941000","wikidata":"https://www.wikidata.org/wiki/Q209455","display_name":"VHDL","level":3,"score":0.4290877878665924},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.42024779319763184},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3706199526786804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3629659116268158},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3581531047821045},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25341564416885376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3431920.3439478","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3431920.3439478","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2021 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays","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":0,"referenced_works":[],"related_works":["https://openalex.org/W2427933582","https://openalex.org/W1492116303","https://openalex.org/W1843355381","https://openalex.org/W2069295582","https://openalex.org/W1986121963","https://openalex.org/W2531450434","https://openalex.org/W2366556084","https://openalex.org/W90186386","https://openalex.org/W1988777083","https://openalex.org/W1555025092"],"abstract_inverted_index":{"The":[0],"exploding":[1],"complexity":[2],"and":[3,38,84,87,99,114,129,177,188,193],"computation":[4,141],"efficiency":[5],"requirements":[6],"of":[7,68,110],"applications":[8,47],"are":[9,48],"stimulating":[10],"a":[11,24,39,52,64,94,108,115,153],"strong":[12],"demand":[13],"for":[14,102,143,155],"hardware":[15,73,81],"acceleration":[16],"with":[17],"heterogeneous":[18],"platforms":[19],"such":[20],"as":[21,33],"FPGAs.":[22],"However,":[23],"high-quality":[25,121],"FPGA":[26,36,89,161,174,181,189],"design":[27,41,74,82,175],"is":[28,62,105],"very":[29],"hard":[30],"to":[31,119,132],"create":[32,92],"it":[34],"requires":[35],"expertise":[37],"long":[40],"iteration":[42],"time.":[43],"In":[44],"contrast,":[45],"software":[46,85],"typically":[49],"developed":[50],"in":[51,56],"short":[53],"development":[54],"cycle,":[55],"high-level":[57,140],"languages":[58],"like":[59],"Python,":[60],"which":[61],"at":[63],"much":[65],"higher":[66],"level":[67],"abstraction":[69],"than":[70,146],"all":[71],"existing":[72],"flows.":[75],"To":[76],"close":[77],"this":[78],"gap":[79],"between":[80],"flows":[83],"applications,":[86],"simplify":[88],"programming,":[90],"we":[91],"PyLog,":[93],"high-level,":[95],"algorithm-centric":[96],"Python-based":[97],"programming":[98],"synthesis":[100],"flow":[101],"FPGA.":[103],"PyLog":[104,137,150,157,171],"powered":[106],"by":[107,191],"set":[109],"compiler":[111],"optimization":[112,145],"passes":[113],"type":[116],"inference":[117],"system":[118],"generate":[120],"design.":[122],"It":[123],"abstracts":[124],"away":[125],"the":[126],"implementation":[127],"details":[128],"allows":[130],"designers":[131],"focus":[133],"on":[134,160,195],"algorithm":[135],"specification.":[136],"captures":[138],"more":[139],"patterns":[142],"better":[144],"traditional":[147],"HLS":[148],"systems.":[149],"also":[151],"has":[152],"runtime":[154],"running":[156],"code":[158,166],"directly":[159],"platform":[162],"without":[163],"any":[164],"extra":[165],"development.":[167],"Evaluation":[168],"shows":[169],"that":[170,183],"significantly":[172],"improves":[173],"productivity":[176],"generates":[178],"highly":[179,185],"efficient":[180],"designs":[182],"outperform":[184],"optimized":[186],"CPU":[187],"version":[190],"3.17\u00d7":[192],"1.24\u00d7":[194],"average.":[196]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}