{"id":"https://openalex.org/W4404101688","doi":"https://doi.org/10.1109/tcad.2024.3442989","title":"Bank on Compute-Near-Memory: Design Space Exploration of Processing-Near-Bank Architectures","display_name":"Bank on Compute-Near-Memory: Design Space Exploration of Processing-Near-Bank Architectures","publication_year":2024,"publication_date":"2024-11-01","ids":{"openalex":"https://openalex.org/W4404101688","doi":"https://doi.org/10.1109/tcad.2024.3442989"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2024.3442989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3442989","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":"https://infoscience.epfl.ch/bitstreams/88a6c234-d588-4567-8883-2d4aa0889c12/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040240246","display_name":"Rafael Medina","orcid":"https://orcid.org/0000-0002-1349-5351"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Rafael Medina","raw_affiliation_strings":["Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-1349-5351","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044467469","display_name":"Giovanni Ansaloni","orcid":"https://orcid.org/0000-0002-8940-3775"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giovanni Ansaloni","raw_affiliation_strings":["Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8940-3775","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050801793","display_name":"Marina Zapater","orcid":"https://orcid.org/0000-0002-6971-1965"},"institutions":[{"id":"https://openalex.org/I173439891","display_name":"HES-SO University of Applied Sciences and Arts Western Switzerland","ror":"https://ror.org/01xkakk17","country_code":"CH","type":"education","lineage":["https://openalex.org/I173439891"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Marina Zapater","raw_affiliation_strings":["REDS Institute, HEIG-VD, HES-SO, Yverdon-les-Bains, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6971-1965","affiliations":[{"raw_affiliation_string":"REDS Institute, HEIG-VD, HES-SO, Yverdon-les-Bains, Switzerland","institution_ids":["https://openalex.org/I173439891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090359025","display_name":"Alexandre Levisse","orcid":"https://orcid.org/0000-0002-8984-9793"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alexandre Levisse","raw_affiliation_strings":["Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8984-9793","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080136855","display_name":"Saeideh Alinezhad Chamazcoti","orcid":"https://orcid.org/0000-0002-0097-6375"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Saeideh Alinezhad Chamazcoti","raw_affiliation_strings":["IMEC-CSA, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-0097-6375","affiliations":[{"raw_affiliation_string":"IMEC-CSA, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063412273","display_name":"Timon Evenblij","orcid":"https://orcid.org/0000-0002-5337-0617"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Timon Evenblij","raw_affiliation_strings":["IMEC-CSA, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-5337-0617","affiliations":[{"raw_affiliation_string":"IMEC-CSA, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060076901","display_name":"Dwaipayan Biswas","orcid":"https://orcid.org/0000-0001-7912-3692"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Dwaipayan Biswas","raw_affiliation_strings":["IMEC-STCO, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-7912-3692","affiliations":[{"raw_affiliation_string":"IMEC-STCO, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033235745","display_name":"Francky Catthoor","orcid":"https://orcid.org/0000-0002-3599-8515"},"institutions":[{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Francky Catthoor","raw_affiliation_strings":["IMEC-CSO, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3599-8515","affiliations":[{"raw_affiliation_string":"IMEC-CSO, Interuniversitair Micro-Elektronica Centrum, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074236306","display_name":"David Atienza","orcid":"https://orcid.org/0000-0001-9536-4947"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Atienza","raw_affiliation_strings":["Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9536-4947","affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory, Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3702,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.90210624,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"43","issue":"11","first_page":"4117","last_page":"4129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9272000193595886,"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":0.9272000193595886,"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":0.9257000088691711,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9017000198364258,"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":0.5154253244400024},{"id":"https://openalex.org/keywords/filter-bank","display_name":"Filter bank","score":0.5014383792877197},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.48862916231155396},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34903162717819214},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19237735867500305},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11935648322105408}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5154253244400024},{"id":"https://openalex.org/C100515483","wikidata":"https://www.wikidata.org/wiki/Q3268235","display_name":"Filter bank","level":3,"score":0.5014383792877197},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.48862916231155396},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34903162717819214},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19237735867500305},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11935648322105408},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcad.2024.3442989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3442989","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:infoscience.epfl.ch:20.500.14299/240684","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/240684","pdf_url":"https://infoscience.epfl.ch/bitstreams/88a6c234-d588-4567-8883-2d4aa0889c12/download","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},{"id":"pmh:oai:hesso.tind.io:15080","is_oa":false,"landing_page_url":"http://arodes.hes-so.ch/record/15080","pdf_url":null,"source":{"id":"https://openalex.org/S4306402432","display_name":"ArODES (HES-SO (https://www.hes-so.ch/))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210088449","host_organization_name":"HES-SO Gen\u00e8ve","host_organization_lineage":["https://openalex.org/I4210088449"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arodes.hes-so.ch/record/15080","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/240684","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/240684","pdf_url":"https://infoscience.epfl.ch/bitstreams/88a6c234-d588-4567-8883-2d4aa0889c12/download","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"research article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1185802029","display_name":null,"funder_award_id":"101016776","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G265104915","display_name":null,"funder_award_id":"EC H2020","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320313194","display_name":"Center for Eye Research and Education","ror":null},{"id":"https://openalex.org/F4320320915","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404101688.pdf","grobid_xml":"https://content.openalex.org/works/W4404101688.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2034861439","https://openalex.org/W2606722458","https://openalex.org/W2897706246","https://openalex.org/W2904200161","https://openalex.org/W2982008795","https://openalex.org/W3005619596","https://openalex.org/W3044083334","https://openalex.org/W3083505238","https://openalex.org/W3115226260","https://openalex.org/W3127930667","https://openalex.org/W3132230528","https://openalex.org/W3189166979","https://openalex.org/W3191222816","https://openalex.org/W4206700688","https://openalex.org/W4210322041","https://openalex.org/W4225739994","https://openalex.org/W4226148550","https://openalex.org/W4285120716","https://openalex.org/W4285121610","https://openalex.org/W4285165195","https://openalex.org/W4291214134","https://openalex.org/W4292169167","https://openalex.org/W4297097348","https://openalex.org/W4380881178"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Near-DRAM":[0],"computing":[1],"strategies":[2],"advocate":[3],"for":[4],"providing":[5],"computational":[6],"capabilities":[7],"close":[8],"to":[9,51,57,69,106,127,165],"where":[10],"data":[11,91,116],"is":[12],"stored.":[13],"Although":[14],"this":[15,75],"paradigm":[16],"can":[17],"effectively":[18],"address":[19],"the":[20,34,62,70,86,96,109,166,171,176],"memory-to-processor":[21],"communication":[22],"bottleneck,":[23],"it":[24],"also":[25],"presents":[26],"new":[27],"challenges:":[28],"The":[29,141],"strict":[30],"resource":[31],"constraints":[32],"in":[33,191],"memory":[35,59],"periphery":[36],"demand":[37],"careful":[38],"tailoring":[39],"of":[40,98,173],"architectural":[41,71],"elements.":[42],"We":[43,73],"herein":[44],"propose":[45],"a":[46,153,188,200],"novel":[47],"framework":[48,147],"and":[49,65,90,93,115,183],"methodology":[50,76],"explore":[52],"compute-near-memory":[53],"designs":[54],"that":[55],"interface":[56],"DRAM":[58,103,174],"banks,":[60],"demonstrating":[61],"area,":[63],"energy,":[64],"performance":[66,155,194],"tradeoffs":[67],"subject":[68],"configuration.":[72],"exemplify":[74],"by":[77,195],"conducting":[78],"two":[79],"studies":[80],"on":[81,157],"compute-near-bank":[82],"designs:":[83],"1)":[84],"analyzing":[85],"interaction":[87],"between":[88,113,178],"control":[89],"resources,":[92],"2)":[94],"exploring":[95],"integration":[97],"processing":[99],"units":[100],"with":[101,160],"different":[102],"standards.":[104],"According":[105],"our":[107,146],"study,":[108],"optimal":[110],"size":[111],"ratios":[112],"instruction":[114],"capacity":[117],"vary":[118],"from":[119,137,145],"<inline-formula":[120,128],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[121,129],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[122,130],"<tex-math":[123,131],"notation=\"LaTeX\">$2\\times":[124],"$":[125,133],"</tex-math></inline-formula>":[126,134],"notation=\"LaTeX\">$4\\times":[132],"across":[135,197],"benchmarks":[136],"representative":[138],"application":[139],"domains.":[140],"retrieved":[142],"Pareto-optimal":[143],"solutions":[144],"improve":[148],"state-of-the-art":[149],"designs,":[150],"e.g.,":[151],"achieving":[152],"50%":[154],"increase":[156,190],"matrix":[158],"operations":[159],"15%":[161],"energy":[162],"overhead":[163],"relative":[164],"FIMDRAM":[167],"design.":[168],"In":[169],"addition,":[170],"exploration":[172],"shows":[175],"interplay":[177],"available":[179],"internal":[180],"bandwidth,":[181],"performance,":[182],"area":[184,203],"overhead.":[185],"For":[186],"example,":[187],"threefold":[189],"bandwidth":[192],"rises":[193],"47%":[196],"workloads":[198],"at":[199],"34%":[201],"extra":[202],"cost.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2024-11-07T00:00:00"}
