{"id":"https://openalex.org/W2809170821","doi":"https://doi.org/10.1145/3195970.3195999","title":"Automated accelerator generation and optimization with composable, parallel and pipeline architecture","display_name":"Automated accelerator generation and optimization with composable, parallel and pipeline architecture","publication_year":2018,"publication_date":"2018-06-19","ids":{"openalex":"https://openalex.org/W2809170821","doi":"https://doi.org/10.1145/3195970.3195999","mag":"2809170821"},"language":"en","primary_location":{"id":"doi:10.1145/3195970.3195999","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3195970.3195999","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3195970.3195999","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th Annual Design Automation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3195970.3195999","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016776689","display_name":"Jason Cong","orcid":"https://orcid.org/0000-0003-2887-6963"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Cong","raw_affiliation_strings":["University of California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053307660","display_name":"Peng Wei","orcid":"https://orcid.org/0000-0002-4034-4540"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peng Wei","raw_affiliation_strings":["University of California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008633310","display_name":"Cody Hao Yu","orcid":"https://orcid.org/0000-0002-9298-6254"},"institutions":[{"id":"https://openalex.org/I4210113436","display_name":"SC Solutions (United States)","ror":"https://ror.org/01x5py295","country_code":"US","type":"company","lineage":["https://openalex.org/I4210113436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cody Hao Yu","raw_affiliation_strings":["University of California and Falcon Computing Solutions, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California and Falcon Computing Solutions, Inc","institution_ids":["https://openalex.org/I4210113436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5105410522","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0003-2163-3846"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["Falcon Computing Solutions, Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Falcon Computing Solutions, Inc","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":7.4895,"has_fulltext":true,"cited_by_count":47,"citation_normalized_percentile":{"value":0.98224714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":1.0,"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/T10904","display_name":"Embedded Systems Design Techniques","score":1.0,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8048325777053833},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7842233180999756},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6878442168235779},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.6871576309204102},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.6298471093177795},{"id":"https://openalex.org/keywords/microarchitecture","display_name":"Microarchitecture","score":0.5650484561920166},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.539845883846283},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5205329656600952},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.47302863001823425},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4691637456417084},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4412570297718048},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4348074197769165},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42431020736694336},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17755863070487976},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.08715152740478516},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07895928621292114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048325777053833},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7842233180999756},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6878442168235779},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.6871576309204102},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.6298471093177795},{"id":"https://openalex.org/C107598950","wikidata":"https://www.wikidata.org/wiki/Q259864","display_name":"Microarchitecture","level":2,"score":0.5650484561920166},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.539845883846283},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5205329656600952},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.47302863001823425},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4691637456417084},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4412570297718048},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4348074197769165},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42431020736694336},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17755863070487976},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.08715152740478516},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07895928621292114},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3195970.3195999","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3195970.3195999","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3195970.3195999","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th Annual Design Automation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1809.07683","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1809.07683","pdf_url":"https://arxiv.org/pdf/1809.07683","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3195970.3195999","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3195970.3195999","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3195970.3195999","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 55th Annual Design Automation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G5750705798","display_name":null,"funder_award_id":"CCF-1436827","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2809170821.pdf","grobid_xml":"https://content.openalex.org/works/W2809170821.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1549293605","https://openalex.org/W1854214752","https://openalex.org/W1967996906","https://openalex.org/W1986698883","https://openalex.org/W1988382391","https://openalex.org/W2012114780","https://openalex.org/W2041183895","https://openalex.org/W2068555872","https://openalex.org/W2074231493","https://openalex.org/W2088899870","https://openalex.org/W2094756095","https://openalex.org/W2133156997","https://openalex.org/W2141280299","https://openalex.org/W2166029537","https://openalex.org/W2267745769","https://openalex.org/W2289773844","https://openalex.org/W2297100101","https://openalex.org/W2317369144","https://openalex.org/W2398354748","https://openalex.org/W2472500612","https://openalex.org/W2474119684","https://openalex.org/W2481351383","https://openalex.org/W2493708352","https://openalex.org/W2503158931","https://openalex.org/W2515406844","https://openalex.org/W2527036487","https://openalex.org/W2542189141","https://openalex.org/W2612563559","https://openalex.org/W2626616508","https://openalex.org/W2774970068","https://openalex.org/W4242789686","https://openalex.org/W4245440340","https://openalex.org/W4252821989","https://openalex.org/W4256629673"],"related_works":["https://openalex.org/W4386869637","https://openalex.org/W2169880332","https://openalex.org/W4387251174","https://openalex.org/W4313341326","https://openalex.org/W3009555776","https://openalex.org/W2518118925","https://openalex.org/W2099305970","https://openalex.org/W4255097844","https://openalex.org/W2087838646","https://openalex.org/W2567660513"],"abstract_inverted_index":{"CPU-FPGA":[0],"heterogeneous":[1],"architectures":[2],"feature":[3],"flexible":[4],"acceleration":[5],"of":[6,29,50,131,137],"many":[7],"workloads":[8],"to":[9,78,91,109],"advance":[10],"computational":[11],"capabilities":[12],"and":[13,69],"energy":[14],"efficiency":[15],"in":[16,34,56],"today's":[17],"datacenters.":[18],"This":[19],"advantage,":[20],"however,":[21],"is":[22],"often":[23],"overshadowed":[24],"by":[25,85,128],"the":[26,40,48,52,66,81,87,93,106,111,120],"poor":[27],"programmability":[28],"FPGAs.":[30],"Although":[31],"recent":[32],"advances":[33],"high-level":[35],"synthesis":[36],"(HLS)":[37],"significantly":[38],"improve":[39],"FPGA":[41],"programmability,":[42],"it":[43],"still":[44],"leaves":[45],"programmers":[46],"facing":[47],"challenge":[49],"identifying":[51],"optimal":[53],"design":[54,59,76,82,100],"configuration":[55],"a":[57,134],"tremendous":[58],"space.":[60,83],"In":[61],"this":[62],"paper":[63],"we":[64,96,104],"propose":[65],"composable,":[67],"parallel":[68],"pipeline":[70],"(CPP)":[71],"microarchitecture":[72],"as":[73],"an":[74,129],"accelerator":[75,113],"template":[77],"substantially":[79],"reduce":[80],"Also,":[84],"introducing":[86],"CPP":[88],"analytical":[89],"model":[90],"capture":[92],"performance-resource":[94],"trade-offs,":[95],"achieve":[97],"efficient,":[98],"analytical-based":[99],"space":[101],"exploration.":[102],"Furthermore,":[103],"develop":[105],"AutoAccel":[107],"framework":[108],"automate":[110],"entire":[112],"generation":[114],"process.":[115],"Our":[116],"experiments":[117],"show":[118],"that":[119],"AutoAccel-generated":[121],"accelerators":[122],"outperform":[123],"their":[124],"corresponding":[125],"software":[126],"implementations":[127],"average":[130],"72x":[132],"for":[133],"broad":[135],"class":[136],"computation":[138],"kernels.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2018-06-29T00:00:00"}
