{"id":"https://openalex.org/W4409917215","doi":"https://doi.org/10.1109/tcad.2025.3565466","title":"Shared-PIM: Enabling Concurrent Computation and Data Flow for Faster Processing-in-DRAM","display_name":"Shared-PIM: Enabling Concurrent Computation and Data Flow for Faster Processing-in-DRAM","publication_year":2025,"publication_date":"2025-04-29","ids":{"openalex":"https://openalex.org/W4409917215","doi":"https://doi.org/10.1109/tcad.2025.3565466"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2025.3565466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3565466","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/A5116276268","display_name":"Ahmed Mamdouh Mohamed Ahmed","orcid":"https://orcid.org/0000-0002-0415-482X"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahmed Mamdouh","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-0415-482X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Haoran Geng","orcid":"https://orcid.org/0009-0005-2510-2825"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haoran Geng","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0009-0005-2510-2825","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003032564","display_name":"Michael Niemier","orcid":"https://orcid.org/0000-0001-7776-4306"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Niemier","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0001-7776-4306","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600905","display_name":"Xiaobo Sharon Hu","orcid":"https://orcid.org/0000-0002-6636-9738"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaobo Sharon Hu","raw_affiliation_strings":["Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-6636-9738","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of Notre Dame. Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064528017","display_name":"Dayane Reis","orcid":"https://orcid.org/0000-0002-8571-1308"},"institutions":[{"id":"https://openalex.org/I2613432","display_name":"University of South Florida","ror":"https://ror.org/032db5x82","country_code":"US","type":"education","lineage":["https://openalex.org/I2613432"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dayane Reis","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Florida, Tampa, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-8571-1308","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Florida, Tampa, FL, USA","institution_ids":["https://openalex.org/I2613432"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4323,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94323019,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"44","issue":"11","first_page":"4395","last_page":"4404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9930999875068665,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9930999875068665,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9800999760627747,"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"}},{"id":"https://openalex.org/T10472","display_name":"Semiconductor materials and devices","score":0.9735000133514404,"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/dram","display_name":"Dram","score":0.8657325506210327},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7220807075500488},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.653883159160614},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6033946871757507},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3843536972999573},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.35593730211257935},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3372536301612854},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.32094165682792664},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2491927444934845}],"concepts":[{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.8657325506210327},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7220807075500488},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.653883159160614},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6033946871757507},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3843536972999573},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.35593730211257935},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3372536301612854},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.32094165682792664},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2491927444934845}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2025.3565466","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2025.3565466","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2036853599","https://openalex.org/W2105407012","https://openalex.org/W2129991978","https://openalex.org/W2147657366","https://openalex.org/W2154480264","https://openalex.org/W2164586147","https://openalex.org/W2166360294","https://openalex.org/W2167807744","https://openalex.org/W2332254524","https://openalex.org/W2539383463","https://openalex.org/W2761149222","https://openalex.org/W2921796727","https://openalex.org/W4206782120","https://openalex.org/W4226080078","https://openalex.org/W4301607055","https://openalex.org/W4313289674","https://openalex.org/W4384080719","https://openalex.org/W4389162749"],"related_works":["https://openalex.org/W3120961607","https://openalex.org/W4401568740","https://openalex.org/W3148568549","https://openalex.org/W2098207691","https://openalex.org/W1648516568","https://openalex.org/W361036515","https://openalex.org/W2161286015","https://openalex.org/W2269474412","https://openalex.org/W2433923775","https://openalex.org/W80860381"],"abstract_inverted_index":{"Processing-in-Memory":[0],"(PIM)":[1],"enhances":[2],"memory":[3,18,54,58,75],"with":[4,14,167],"computational":[5],"capabilities,":[6],"potentially":[7],"solving":[8],"energy":[9,36,97],"and":[10,19,25,35,63,70,96,100,119,121,138,155],"latency":[11,34,95],"issues":[12],"associated":[13],"data":[15,26,64,71,86,93],"transfer":[16,72,141],"between":[17],"processors.":[20],"However,":[21],"managing":[22],"concurrent":[23,61],"computation":[24,69],"flow":[27],"within":[28,73],"the":[29,124,176],"PIM":[30,48,111],"architecture":[31,45,83,112],"incurs":[32],"significant":[33],"penalty":[37],"for":[38,46,60,88,147],"applications.":[39],"This":[40],"paper":[41],"introduces":[42],"Shared-PIM,":[43],"an":[44,168],"in-DRAM":[47,89,110],"that":[49,84],"strategically":[50],"allocates":[51],"rows":[52],"in":[53,164],"banks,":[55],"bolstered":[56],"by":[57,98,131,136,144],"peripherals,":[59],"processing":[62,149],"movement.":[65],"Shared-PIM":[66,91,114,159],"enables":[67],"simultaneous":[68],"a":[74,81,107,161],"bank.":[76],"When":[77],"compared":[78,174],"to":[79,106,175],"LISA,":[80],"state-of-the-art":[82,108],"facilitates":[85],"transfers":[87],"PIM,":[90],"reduces":[92],"movement":[94],"5\u00d7":[99],"1.2\u00d7,":[101],"respectively.":[102],"Furthermore,":[103],"when":[104],"integrated":[105],"(SOTA)":[109],"(pLUTo),":[113],"achieves":[115,160],"1.4\u00d7":[116],"faster":[117],"addition":[118],"multiplication,":[120],"thereby":[122],"improves":[123],"performance":[125],"of":[126,171],"matrix":[127],"multiplication":[128,134],"(MM)":[129],"tasks":[130,143,150],"40%,":[132],"polynomial":[133],"(PMM)":[135],"44%,":[137],"numeric":[139],"number":[140],"(NTT)":[142],"31%.":[145],"Moreover,":[146],"graph":[148],"like":[151],"Breadth-First":[152],"Search":[153,157],"(BFS)":[154],"Depth-First":[156],"(DFS),":[158],"29%":[162],"improvement":[163],"speed,":[165],"all":[166],"area":[169],"overhead":[170],"just":[172],"7.16%":[173],"baseline":[177],"pLUTo.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}