{"id":"https://openalex.org/W4285113487","doi":"https://doi.org/10.1109/tcad.2022.3172373","title":"Generating Unified Platforms Using Multigranularity Domain DSE (MG-DmDSE) Exploiting Application Similarities","display_name":"Generating Unified Platforms Using Multigranularity Domain DSE (MG-DmDSE) Exploiting Application Similarities","publication_year":2022,"publication_date":"2022-05-03","ids":{"openalex":"https://openalex.org/W4285113487","doi":"https://doi.org/10.1109/tcad.2022.3172373"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2022.3172373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2022.3172373","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019672830","display_name":"Jinghan Zhang","orcid":"https://orcid.org/0000-0003-2583-395X"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jinghan Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007795341","display_name":"Aly Sultan","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aly Sultan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028495305","display_name":"Mehrshad Zandigohar","orcid":"https://orcid.org/0000-0002-3336-3110"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mehrshad Zandigohar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026700236","display_name":"Gunar Schirner","orcid":"https://orcid.org/0000-0002-5408-8496"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gunar Schirner","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019672830"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.7097,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71337982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"42","issue":"1","first_page":"280","last_page":"293"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.994700014591217,"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/T10260","display_name":"Software Engineering Research","score":0.9941999912261963,"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"}},{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9908000230789185,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.6915097236633301},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.680580735206604},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.6181915402412415},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.599449634552002},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5715470910072327},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45417094230651855},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44517287611961365},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.43516814708709717},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.43041715025901794},{"id":"https://openalex.org/keywords/domain-specific-language","display_name":"Domain-specific language","score":0.424007385969162},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32901328802108765},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3224226236343384},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2700451910495758},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2318631410598755},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.22643834352493286},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17893335223197937},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.14834323525428772}],"concepts":[{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.6915097236633301},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.680580735206604},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.6181915402412415},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.599449634552002},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5715470910072327},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45417094230651855},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44517287611961365},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.43516814708709717},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.43041715025901794},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.424007385969162},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32901328802108765},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3224226236343384},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2700451910495758},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2318631410598755},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22643834352493286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17893335223197937},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.14834323525428772},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2022.3172373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2022.3172373","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G4390169631","display_name":null,"funder_award_id":"1319501","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":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1939744698","https://openalex.org/W1964471912","https://openalex.org/W1968130443","https://openalex.org/W1969529818","https://openalex.org/W1972923699","https://openalex.org/W2010471736","https://openalex.org/W2045196269","https://openalex.org/W2072010539","https://openalex.org/W2078092812","https://openalex.org/W2085125624","https://openalex.org/W2102543317","https://openalex.org/W2108727711","https://openalex.org/W2134346317","https://openalex.org/W2136262589","https://openalex.org/W2142805836","https://openalex.org/W2147730400","https://openalex.org/W2153331583","https://openalex.org/W2185396447","https://openalex.org/W2198948050","https://openalex.org/W2247365452","https://openalex.org/W2367024898","https://openalex.org/W2569847765","https://openalex.org/W2591922920","https://openalex.org/W2624998622","https://openalex.org/W2626186664","https://openalex.org/W2741661236","https://openalex.org/W2769815858","https://openalex.org/W2807948774","https://openalex.org/W2884201348","https://openalex.org/W2900387938","https://openalex.org/W2914285141","https://openalex.org/W2963681519","https://openalex.org/W2969473438","https://openalex.org/W2977922014","https://openalex.org/W2999734639","https://openalex.org/W3006376976","https://openalex.org/W3011338798","https://openalex.org/W3027123178","https://openalex.org/W3027968530","https://openalex.org/W3036079062","https://openalex.org/W3097528158","https://openalex.org/W4241238426","https://openalex.org/W4245199738","https://openalex.org/W4254381471","https://openalex.org/W4254502766","https://openalex.org/W6753671750","https://openalex.org/W6782174589"],"related_works":["https://openalex.org/W2168940796","https://openalex.org/W4282568311","https://openalex.org/W2951473296","https://openalex.org/W2883928845","https://openalex.org/W4288420200","https://openalex.org/W3145095675","https://openalex.org/W2024329643","https://openalex.org/W4365793791","https://openalex.org/W3134072570","https://openalex.org/W2171195786"],"abstract_inverted_index":{"Heterogeneous":[0],"accelerator-rich":[1],"(ACC-rich)":[2],"platforms":[3,242],"combining":[4],"general-purpose":[5],"cores":[6],"and":[7,14,28,49,94,170,190],"specialized":[8],"HW":[9],"accelerators":[10],"(ACCs)":[11],"promise":[12],"high-performance":[13],"low-power":[15],"streaming":[16],"application":[17,91,113,133,212],"deployments":[18],"in":[19,146,196,258,265],"a":[20,35,39,56,65,73,88,101,128,179],"variety":[21],"of":[22,37,47,59,123,131,219,246,261],"domains,":[23],"such":[24],"as":[25,115,117],"video":[26],"analytics":[27],"software-defined":[29],"radio.":[30],"In":[31],"order":[32,147],"to":[33,81,109,148,166,194,215],"benefit":[34],"domain":[36,40,67,103],"applications,":[38],"platform":[41,96,118,175,226,237],"exploration":[42,68,106,177,263],"tool":[43,69,107],"must":[44],"take":[45],"advantage":[46],"structural":[48],"functional":[50],"similarities":[51],"across":[52,93],"applications":[53,79,195,220,253],"by":[54,157,228],"allocating":[55],"common":[57],"set":[58],"ACCs.":[60],"A":[61],"previous":[62],"approach":[63,85],"proposed":[64],"genetic":[66],"(GIDE)":[70],"that":[71,77],"applied":[72,193],"restrictive":[74],"binding":[75],"algorithm":[76],"mapped":[78],"functions":[80,134,145],"monolithic":[82,155],"accelerators.":[83],"This":[84,98],"suffered":[86],"from":[87,222,232],"low":[89],"average":[90,112,203,245],"throughput":[92,114,213,249],"reduced":[95],"generality.":[97,119,238],"article":[99],"introduces":[100],"multigranularity-based":[102],"design":[104],"space":[105],"(MG-DmDSE)":[108],"improve":[110],"both":[111,188],"well":[116],"The":[120,239],"key":[121],"contributions":[122],"MG-DmDSE":[124,174,191,200,229,241,266],"are:":[125],"1)":[126],"applying":[127],"multigranular":[129],"decomposition":[130],"coarse-grained":[132],"into":[135],"more":[136,150,168],"granular":[137],"compute":[138,142,160],"kernels;":[139],"2)":[140],"examining":[141],"similarity":[143],"between":[144],"provide":[149],"generic":[151],"functions;":[152],"3)":[153],"configuring":[154],"ACCs":[156],"selectively":[158],"bypassing":[159],"elements":[161],"within":[162],"them":[163],"during":[164],"DSE":[165],"expose":[167],"functionality;":[169],"4)":[171],"speeding":[172],"up":[173],"allocation":[176],"through":[178],"greedy":[180],"guided":[181],"mutation":[182],"(GGM)":[183],"algorithm.":[184],"To":[185],"assess":[186],"MG-DmDSE,":[187],"GIDE":[189],"were":[192],"the":[197,225,262],"OpenVX":[198],"library.":[199],"achieves":[201],"an":[202,244],"<inline-formula":[204],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[205],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[206],"<tex-math":[207],"notation=\"LaTeX\">$2.84\\times":[208],"$":[209],"</tex-math></inline-formula>":[210],"greater":[211],"compared":[214],"GIDE.":[216,255],"Additionally,":[217],"87.5%":[218],"benefited":[221],"running":[223],"on":[224],"produced":[227],"versus":[230],"50%":[231],"GIDE,":[233],"which":[234],"indicated":[235],"increased":[236],"generated":[240],"achieve":[243],"61.8%":[247],"logarithmic":[248],"improvement":[250],"for":[251],"unknown":[252],"over":[254],"GGM":[256],"results":[257],"saving":[259],"84.8%":[260],"time":[264],"with":[267],"only":[268],"0.23%":[269],"performance":[270],"loss.":[271]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
