{"id":"https://openalex.org/W4402475900","doi":"https://doi.org/10.1109/hcs61935.2024.10664793","title":"SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference","display_name":"SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference","publication_year":2024,"publication_date":"2024-08-25","ids":{"openalex":"https://openalex.org/W4402475900","doi":"https://doi.org/10.1109/hcs61935.2024.10664793"},"language":"en","primary_location":{"id":"doi:10.1109/hcs61935.2024.10664793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs61935.2024.10664793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Hot Chips 36 Symposium (HCS)","raw_type":"proceedings-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/A5026577505","display_name":"Guhyun Kim","orcid":"https://orcid.org/0000-0001-7076-2818"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Guhyun Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108153160","display_name":"Jinkwon Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jinkwon Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067170161","display_name":"Nahsung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nahsung Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027083700","display_name":"Woojae Shin","orcid":"https://orcid.org/0000-0002-6155-3712"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Woojae Shin","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119606993","display_name":"Jongsoon Won","orcid":"https://orcid.org/0009-0001-4632-0072"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jongsoon Won","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022884623","display_name":"Hyunha Joo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hyunha Joo","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035766461","display_name":"Haerang Choi","orcid":"https://orcid.org/0000-0002-8933-6226"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haerang Choi","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030288836","display_name":"Byeongju An","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Byeongju An","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080629323","display_name":"Gyeongcheol Shin","orcid":"https://orcid.org/0000-0003-4668-7680"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Gyeongcheol Shin","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111046163","display_name":"Dayeon Yun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Dayeon Yun","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054291013","display_name":"Jeongbin Kim","orcid":"https://orcid.org/0000-0002-5950-0056"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jeongbin Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100600389","display_name":"Changhyun Kim","orcid":"https://orcid.org/0000-0002-3304-4929"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Changhyun Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028055226","display_name":"Il Kon Kim","orcid":"https://orcid.org/0000-0002-2260-5241"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ilkon Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068836418","display_name":"Jae\u2010Han Park","orcid":"https://orcid.org/0000-0001-5837-3131"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jaehan Park","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073330844","display_name":"Yosub Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yosub Song","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044809911","display_name":"B. S. Yang","orcid":"https://orcid.org/0000-0001-5877-6096"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Byeongsu Yang","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090138555","display_name":"H.-H.S. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hyeongdeok Lee","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111046164","display_name":"Seungyeong Park","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Seungyeong Park","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100602693","display_name":"Wonjun Lee","orcid":"https://orcid.org/0000-0001-5286-6541"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Wonjun Lee","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100723856","display_name":"Seong\u2010Hun Kim","orcid":"https://orcid.org/0000-0002-5030-1894"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Seonghun Kim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035898390","display_name":"Yonghoon Park","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yonghoon Park","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027257161","display_name":"Yousub Jung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yousub Jung","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102892958","display_name":"Gi-Ho Park","orcid":"https://orcid.org/0000-0001-7998-4302"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gi-Ho Park","raw_affiliation_strings":["Sejong University"],"affiliations":[{"raw_affiliation_string":"Sejong University","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039338759","display_name":"Euicheol Lim","orcid":"https://orcid.org/0000-0002-8910-533X"},"institutions":[{"id":"https://openalex.org/I4210112278","display_name":"SK Group (Japan)","ror":"https://ror.org/02axkyn34","country_code":"JP","type":"company","lineage":["https://openalex.org/I134353371","https://openalex.org/I4210112278"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Euicheol Lim","raw_affiliation_strings":["SK hynix inc"],"affiliations":[{"raw_affiliation_string":"SK hynix inc","institution_ids":["https://openalex.org/I4210112278"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":24,"corresponding_author_ids":["https://openalex.org/A5026577505"],"corresponding_institution_ids":["https://openalex.org/I4210112278"],"apc_list":null,"apc_paid":null,"fwci":2.2003,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89476179,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.23690000176429749,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.23690000176429749,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7200955748558044},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6812657713890076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37739187479019165},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3238082528114319}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7200955748558044},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6812657713890076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37739187479019165},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3238082528114319}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hcs61935.2024.10664793","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hcs61935.2024.10664793","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Hot Chips 36 Symposium (HCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"\u2022Recap":[0],"Accelerator-in-Memory":[1],"(AiM)":[2],"&":[3,13],"AiMX":[4,8,14],"\u2022System":[5],"Extensions":[6],"of":[7],"Card":[9],"for":[10,15,20],"Datacenter":[11],"\u2022AiM":[12],"On-device":[16],"AI":[17],"\u2022Design":[18],"Choices":[19],"Future":[21],"AiM/AiMX":[22],"\u2022Conclusion":[23]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}