{"id":"https://openalex.org/W3191222816","doi":"https://doi.org/10.1109/mm.2021.3097700","title":"Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM","display_name":"Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3191222816","doi":"https://doi.org/10.1109/mm.2021.3097700","mag":"3191222816"},"language":"en","primary_location":{"id":"doi:10.1109/mm.2021.3097700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mm.2021.3097700","pdf_url":null,"source":{"id":"https://openalex.org/S59697426","display_name":"IEEE Micro","issn_l":"0272-1732","issn":["0272-1732","1937-4143"],"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 Micro","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/A5100349834","display_name":"Liu Ke","orcid":"https://orcid.org/0000-0001-7985-820X"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]},{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liu Ke","raw_affiliation_strings":["Facebook, Inc., Cambridge, MA, USA","Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":"https://orcid.org/0000-0001-7985-820X","affiliations":[{"raw_affiliation_string":"Facebook, Inc., Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210114444"]},{"raw_affiliation_string":"Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010392575","display_name":"Xuan Zhang","orcid":"https://orcid.org/0000-0002-0482-5435"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xuan Zhang","raw_affiliation_strings":["Washington University in St. Louis, St. Louis, MO, USA"],"raw_orcid":"https://orcid.org/0000-0002-0482-5435","affiliations":[{"raw_affiliation_string":"Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081625166","display_name":"Jinin So","orcid":"https://orcid.org/0000-0002-7569-3505"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinin So","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-7569-3505","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062501954","display_name":"Jong-Geon Lee","orcid":"https://orcid.org/0000-0001-9339-3277"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong-Geon Lee","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0001-9339-3277","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014743421","display_name":"Shin-Haeng Kang","orcid":"https://orcid.org/0000-0002-0888-4547"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Shin-Haeng Kang","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0888-4547","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034708385","display_name":"Sukhan Lee","orcid":"https://orcid.org/0000-0001-7052-8925"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sukhan Lee","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055593759","display_name":"Songyi Han","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Songyi Han","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061159627","display_name":"Yeongon Cho","orcid":"https://orcid.org/0009-0002-1242-6343"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YeonGon Cho","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775964","display_name":"Jin Hyun Kim","orcid":"https://orcid.org/0000-0001-6874-0329"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Hyun Kim","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089034192","display_name":"Yongsuk Kwon","orcid":"https://orcid.org/0000-0002-1956-4629"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yongsuk Kwon","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1956-4629","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100719028","display_name":"Kyung-Soo Kim","orcid":"https://orcid.org/0000-0002-8927-1530"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"KyungSoo Kim","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8927-1530","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103406778","display_name":"Jin Chul Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin Jung","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054514507","display_name":"Ilkwon Yun","orcid":"https://orcid.org/0000-0002-1641-4529"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ilkwon Yun","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1641-4529","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113578876","display_name":"Sung Joo Park","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung Joo Park","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026159722","display_name":"Hyunsun Park","orcid":"https://orcid.org/0000-0003-1338-654X"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunsun Park","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113943216","display_name":"Joonho Song","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joonho Song","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065203643","display_name":"Jeong\u2010Hyeon Cho","orcid":"https://orcid.org/0000-0002-9538-8081"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeonghyeon Cho","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050861404","display_name":"Kyomin Sohn","orcid":"https://orcid.org/0000-0002-8094-9843"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyomin Sohn","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-8094-9843","affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037648751","display_name":"Nam Sung Kim","orcid":"https://orcid.org/0000-0002-0442-5634"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nam Sung Kim","raw_affiliation_strings":["Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Samsung Electronics, Hwaseong, Gyeonggi-do, South Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072539515","display_name":"Hsien-Hsin S. Lee","orcid":"https://orcid.org/0000-0002-8926-8243"},"institutions":[{"id":"https://openalex.org/I4210114444","display_name":"Meta (United States)","ror":"https://ror.org/01zbnvs85","country_code":"US","type":"company","lineage":["https://openalex.org/I4210114444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsien-Hsin S. Lee","raw_affiliation_strings":["Facebook, Inc., Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Facebook, Inc., Cambridge, MA, USA","institution_ids":["https://openalex.org/I4210114444"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5100349834"],"corresponding_institution_ids":["https://openalex.org/I204465549","https://openalex.org/I4210114444"],"apc_list":null,"apc_paid":null,"fwci":7.6266,"has_fulltext":false,"cited_by_count":108,"citation_normalized_percentile":{"value":0.98018092,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"42","issue":"1","first_page":"116","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9997000098228455,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9995999932289124,"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/T11478","display_name":"Caching and Content Delivery","score":0.9984999895095825,"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":0.8988465666770935},{"id":"https://openalex.org/keywords/dram","display_name":"Dram","score":0.6262252926826477},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5985015034675598},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5844963192939758},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.575663685798645},{"id":"https://openalex.org/keywords/memory-bandwidth","display_name":"Memory bandwidth","score":0.539171576499939},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5084037184715271},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4913100302219391},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.48526784777641296},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.4828260838985443},{"id":"https://openalex.org/keywords/interleaved-memory","display_name":"Interleaved memory","score":0.45106935501098633},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4439772963523865},{"id":"https://openalex.org/keywords/memory-footprint","display_name":"Memory footprint","score":0.4434029459953308},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.4249935746192932},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.40489137172698975},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.34671473503112793},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.21821853518486023},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.18783318996429443}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8988465666770935},{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.6262252926826477},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5985015034675598},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5844963192939758},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.575663685798645},{"id":"https://openalex.org/C188045654","wikidata":"https://www.wikidata.org/wiki/Q17148339","display_name":"Memory bandwidth","level":2,"score":0.539171576499939},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5084037184715271},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4913100302219391},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.48526784777641296},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.4828260838985443},{"id":"https://openalex.org/C63511323","wikidata":"https://www.wikidata.org/wiki/Q908936","display_name":"Interleaved memory","level":4,"score":0.45106935501098633},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4439772963523865},{"id":"https://openalex.org/C74912251","wikidata":"https://www.wikidata.org/wiki/Q6815727","display_name":"Memory footprint","level":2,"score":0.4434029459953308},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.4249935746192932},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.40489137172698975},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.34671473503112793},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.21821853518486023},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.18783318996429443},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mm.2021.3097700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mm.2021.3097700","pdf_url":null,"source":{"id":"https://openalex.org/S59697426","display_name":"IEEE Micro","issn_l":"0272-1732","issn":["0272-1732","1937-4143"],"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 Micro","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2002555321","https://openalex.org/W2475334473","https://openalex.org/W2512971201","https://openalex.org/W2612654866","https://openalex.org/W2723293840","https://openalex.org/W2794670651","https://openalex.org/W2881460137","https://openalex.org/W2947737663","https://openalex.org/W2973172293","https://openalex.org/W2979719709","https://openalex.org/W3016842236","https://openalex.org/W3042495273","https://openalex.org/W3043023836","https://openalex.org/W3043433718","https://openalex.org/W3209151516","https://openalex.org/W4235631643","https://openalex.org/W4249322926","https://openalex.org/W4295520929","https://openalex.org/W6753245295","https://openalex.org/W6759932407","https://openalex.org/W6763737044"],"related_works":["https://openalex.org/W2334181344","https://openalex.org/W1976766385","https://openalex.org/W2401095501","https://openalex.org/W2362277122","https://openalex.org/W2125264433","https://openalex.org/W2558276258","https://openalex.org/W2934889147","https://openalex.org/W4236777984","https://openalex.org/W4200309432","https://openalex.org/W1975698617"],"abstract_inverted_index":{"Near-memory":[0],"processing":[1],"(NMP)":[2],"is":[3,64],"a":[4,45,50,67,88,102],"prospective":[5],"paradigm":[6],"enabling":[7],"memory-centric":[8],"computing.":[9],"By":[10],"moving":[11],"the":[12,17,26,34,40,59,99,129],"compute":[13],"capability":[14],"next":[15],"to":[16,109,132,138],"main":[18],"memory":[19,116],"(DRAM":[20],"modules),":[21],"it":[22],"can":[23],"fundamentally":[24],"address":[25],"CPU-memory":[27],"bandwidth":[28],"bottleneck":[29],"and":[30,78,114,134],"thus":[31],"effectively":[32],"improve":[33],"performance":[35,82,100],"of":[36,80,101],"memory-constrained":[37],"workloads.":[38],"Using":[39],"personalized":[41],"recommendation":[42,94,124],"system":[43,90],"as":[44],"driving":[46],"example,":[47],"we":[48],"developed":[49],"scalable,":[51],"practical":[52],"DIMM-based":[53],"NMP":[54,70],"solution":[55,63],"tailor-designed":[56],"for":[57,119],"accelerating":[58],"inference":[60,125],"serving.":[61],"Our":[62],"demonstrated":[65],"on":[66,84],"versatile":[68],"FPGA-enabled":[69],"platform":[71],"called":[72],"AxDIMM":[73,104,127],"that":[74],"allows":[75],"rapid":[76],"prototyping":[77],"evaluation":[79],"NMP\u2019s":[81],"potential":[83],"real":[85],"hardware":[86],"under":[87],"realistic":[89],"setting":[91],"using":[92],"industry-representative":[93],"framework.":[95],"We":[96],"experimentally":[97],"validated":[98],"two-ranked":[103],"prototype,":[105],"which":[106],"achieves":[107],"up":[108,131,137],"1.89\u00d7":[110],"speedup":[111],"in":[112],"latency":[113],"31.6%":[115],"energy":[117],"saving":[118],"embedding":[120],"operations.":[121],"For":[122],"end-to-end":[123],"serving,":[126],"improves":[128],"throughput":[130,136],"1.5\u00d7":[133],"latency-bounded":[135],"1.77\u00d7,":[139],"respectively.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":37},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}