{"id":"https://openalex.org/W2614797847","doi":"https://doi.org/10.1109/tcad.2017.2706562","title":"A Template-Based Design Methodology for Graph-Parallel Hardware Accelerators","display_name":"A Template-Based Design Methodology for Graph-Parallel Hardware Accelerators","publication_year":2017,"publication_date":"2017-05-19","ids":{"openalex":"https://openalex.org/W2614797847","doi":"https://doi.org/10.1109/tcad.2017.2706562","mag":"2614797847"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2017.2706562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2017.2706562","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11693/46922","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030508367","display_name":"Andrey Ayupov","orcid":null},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrey Ayupov","raw_affiliation_strings":["Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051612723","display_name":"\u015eerif Ye\u015fil","orcid":"https://orcid.org/0000-0002-7947-2451"},"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":"Serif Yesil","raw_affiliation_strings":["University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana\u2013Champaign, Urbana, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103071783","display_name":"Muhammet Mustafa \u00d6zdal","orcid":"https://orcid.org/0000-0002-6239-9622"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Muhammet Mustafa Ozdal","raw_affiliation_strings":["Bilkent University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6239-9622","affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101434813","display_name":"Taemin Kim","orcid":"https://orcid.org/0009-0002-9447-1024"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taemin Kim","raw_affiliation_strings":["Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053468539","display_name":"Steven M. Burns","orcid":"https://orcid.org/0000-0003-0248-5403"},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven Burns","raw_affiliation_strings":["Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Strategic CAD Labs, Intel Corporation, Hillsboro, OR, USA","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101738631","display_name":"\u00d6zcan \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0002-6870-8430"},"institutions":[{"id":"https://openalex.org/I168864056","display_name":"Bilkent University","ror":"https://ror.org/02vh8a032","country_code":"TR","type":"education","lineage":["https://openalex.org/I168864056"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozcan Ozturk","raw_affiliation_strings":["Bilkent University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bilkent University, Ankara, Turkey","institution_ids":["https://openalex.org/I168864056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3608,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.67563009,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"37","issue":"2","first_page":"420","last_page":"430"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9977999925613403,"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":0.9940000176429749,"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":0.8380109071731567},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.5708984136581421},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5304279327392578},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.5235226154327393},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5211160778999329},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5109273791313171},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5081589221954346},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4883801341056824},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3989277184009552},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39292293787002563},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3257557451725006},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.2743886113166809},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23003414273262024},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14509597420692444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8380109071731567},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.5708984136581421},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5304279327392578},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.5235226154327393},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5211160778999329},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5109273791313171},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5081589221954346},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4883801341056824},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3989277184009552},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39292293787002563},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3257557451725006},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.2743886113166809},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23003414273262024},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14509597420692444},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcad.2017.2706562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2017.2706562","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"},{"id":"pmh:oai:repository.bilkent.edu.tr:11693/46922","is_oa":true,"landing_page_url":"http://hdl.handle.net/11693/46922","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Council on Electronic Design Automation","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:repository.bilkent.edu.tr:11693/46922","is_oa":true,"landing_page_url":"http://hdl.handle.net/11693/46922","pdf_url":null,"source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Council on Electronic Design Automation","raw_type":"Article"},"sustainable_development_goals":[{"score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G3345895242","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4803513557","display_name":"Energy Efficient FPGA Accelerators for Graph Analytics Applications","funder_award_id":"704476","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5146142123","display_name":null,"funder_award_id":"704476","funder_id":"https://openalex.org/F4320335254","funder_display_name":"Horizon 2020"},{"id":"https://openalex.org/G8512683158","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8574376095","display_name":null,"funder_award_id":"H2020-MSCA-IF","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335254","display_name":"Horizon 2020","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1526813343","https://openalex.org/W1649501036","https://openalex.org/W1807272711","https://openalex.org/W1955594754","https://openalex.org/W1980147176","https://openalex.org/W2012114780","https://openalex.org/W2014555481","https://openalex.org/W2030758178","https://openalex.org/W2031816166","https://openalex.org/W2034270503","https://openalex.org/W2046589787","https://openalex.org/W2062140606","https://openalex.org/W2079086077","https://openalex.org/W2096544401","https://openalex.org/W2103624880","https://openalex.org/W2123846711","https://openalex.org/W2133654146","https://openalex.org/W2138815064","https://openalex.org/W2142731895","https://openalex.org/W2152872804","https://openalex.org/W2156499539","https://openalex.org/W2162639668","https://openalex.org/W2170616854","https://openalex.org/W2343695530","https://openalex.org/W2515673159","https://openalex.org/W2755088640","https://openalex.org/W4235101327","https://openalex.org/W4241414980","https://openalex.org/W4252563462","https://openalex.org/W6638337918","https://openalex.org/W6653887427","https://openalex.org/W6683195904"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W4233347783","https://openalex.org/W2910064364","https://openalex.org/W179829755","https://openalex.org/W4386568676"],"abstract_inverted_index":{"Graph":[0],"applications":[1,124],"have":[2],"been":[3,55],"gaining":[4],"importance":[5],"in":[6,35,107],"the":[7,71,138],"last":[8],"decade":[9],"due":[10,42],"to":[11,43,70,117,129,147],"emerging":[12],"big":[13],"data":[14],"analytics":[15],"problems":[16],"such":[17],"as":[18],"Web":[19],"graphs,":[20],"social":[21],"networks,":[22],"and":[23,31,39,49,66,75,152],"biological":[24],"networks.":[25],"For":[26],"these":[27],"applications,":[28],"traditional":[29],"CPU":[30],"GPU":[32],"architectures":[33],"suffer":[34],"terms":[36],"of":[37,91],"performance":[38],"power":[40,65],"consumption":[41],"irregular":[44],"communications,":[45],"random":[46],"memory":[47],"accesses,":[48],"load":[50],"balancing":[51],"problems.":[52],"It":[53],"has":[54],"shown":[56],"that":[57,98,137],"specialized":[58],"hardware":[59,88,119,143],"accelerators":[60,120,144],"can":[61,141],"achieve":[62],"much":[63],"better":[64,149],"energy":[67,102,150],"efficiency":[68,151],"compared":[69],"general":[72],"purpose":[73],"CPUs":[74],"GPUs.":[76],"In":[77],"this":[78],"paper,":[79],"we":[80,135],"present":[81],"a":[82,108],"template-based":[83,113],"methodology":[84,114,140],"specifically":[85],"targeted":[86],"for":[87,101,121],"accelerator":[89],"design":[90,118,155],"big-data":[92],"graph":[93,123],"applications.":[94],"Important":[95],"architectural":[96],"features":[97],"are":[99,105],"key":[100],"efficient":[103],"execution":[104],"implemented":[106],"common":[109],"template.":[110],"The":[111],"proposed":[112,139],"is":[115],"used":[116],"different":[122],"with":[125,145],"little":[126],"effort.":[127,156],"Compared":[128],"an":[130],"application-specific":[131],"high-level":[132],"synthesis":[133],"methodology,":[134],"show":[136],"generate":[142],"up":[146],"18\u00d7":[148],"requires":[153],"less":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
