Near-Memory Processing in Action: Accelerating Personalized Recommendation With AxDIMM
Ke, Liu, Zhang, Xuan, So, Jinin, Lee, Jong-Geon, Kang, Shin-Haeng, Lee, Sukhan, Han, Songyi, Cho, YeonGon, Kim, Jin Hyun, Kwon, Yongsuk, Kim, KyungSoo, Jung, Jin, Yun, Ilkwon, Park, Sung Joo, Park, Hyunsun, Song, Joonho, Cho, Jeonghyeon, Sohn, Kyomin, Kim, Nam Sung, Lee, Hsien-Hsin S.
Published in IEEE MICRO (01.01.2022)
Published in IEEE MICRO (01.01.2022)
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Journal Article
Aquabolt-XL HBM2-PIM, LPDDR5-PIM With In-Memory Processing, and AXDIMM With Acceleration Buffer
Kim, Jin Hyun, Kang, Shin-Haeng, Lee, Sukhan, Kim, Hyeonsu, Ro, Yuhwan, Lee, Seungwon, Wang, David, Choi, Jihyun, So, Jinin, Cho, YeonGon, Song, JoonHo, Cho, Jeonghyeon, Sohn, Kyomin, Kim, Nam Sung
Published in IEEE MICRO (01.05.2022)
Published in IEEE MICRO (01.05.2022)
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Journal Article
The Breakthrough Memory Solutions for Improved Performance on LLM Inference
Kim, Byeongho, Cha, Sanghoon, Park, Sangsoo, Lee, Jieun, Lee, Sukhan, Kang, Shin-haeng, So, Jinin, Kim, Kyungsoo, Jung, Jin, Lee, Jong-Geon, Lee, Sunjung, Paik, Yoonah, Kim, Hyeonsu, Kim, Jin-Seong, Lee, Won-Jo, Ro, Yuhwan, Cho, YeonGon, Kim, Jin Hyun, Song, JoonHo, Yu, Jaehoon, Lee, Seungwon, Cho, Jeonghyeon, Sohn, Kyomin
Published in IEEE MICRO (01.05.2024)
Published in IEEE MICRO (01.05.2024)
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Journal Article
An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models
Park, Sang-Soo, Kim, KyungSoo, So, Jinin, Jung, Jin, Lee, Jonggeon, Woo, Kyoungwan, Kim, Nayeon, Lee, Younghyun, Kim, Hyungyo, Kwon, Yongsuk, Kim, Jinhyun, Lee, Jieun, Cho, YeonGon, Tai, Yongmin, Cho, Jeonghyeon, Song, Hoyoung, Ahn, Jung Ho, Kim, Nam Sung
Published in 2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (02.03.2024)
Published in 2024 IEEE International Symposium on High-Performance Computer Architecture (HPCA) (02.03.2024)
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Conference Proceeding
Aquabolt-XL: Samsung HBM2-PIM with in-memory processing for ML accelerators and beyond
Kim, Jin Hyun, Kang, Shin-haeng, Lee, Sukhan, Kim, Hyeonsu, Song, Woongjae, Ro, Yuhwan, Lee, Seungwon, Wang, David, Shin, Hyunsung, Phuah, Bengseng, Choi, Jihyun, So, Jinin, Cho, YeonGon, Song, JoonHo, Choi, Jangseok, Cho, Jeonghyeon, Sohn, Kyomin, Sohn, Youngsoo, Park, Kwangil, Kim, Nam Sung
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
Published in 2021 IEEE Hot Chips 33 Symposium (HCS) (22.08.2021)
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Conference Proceeding
Understanding and Reducing Weight-Load Overhead of Systolic Deep Learning Accelerators
Joo, JinWon, Yoon, Minyong, Choi, Jungwook, Kang, Mingu, Lee, JongGeon, So, JinIn, Yun, IlKwon, Kwon, Yongsuk, Kim, KyungSoo
Published in 2021 18th International SoC Design Conference (ISOCC) (06.10.2021)
Published in 2021 18th International SoC Design Conference (ISOCC) (06.10.2021)
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Conference Proceeding
Samsung PIM/PNM for Transfmer Based AI : Energy Efficiency on PIM/PNM Cluster
Kim, Jin Hyun, Ro, Yuhwan, So, Jinin, Lee, Sukhan, Kang, Shin-haeng, Cho, YeonGon, Kim, Hyeonsu, Kim, Byeongho, Kim, Kyungsoo, Park, Sangsoo, Kim, Jin-Seong, Cha, Sanghoon, Lee, Won-Jo, Jung, Jin, Lee, Jong-Geon, Lee, Jieun, Song, JoonHo, Lee, Seungwon, Cho, Jeonghyeon, Yu, Jaehoon, Sohn, Kyomin
Published in 2023 IEEE Hot Chips 35 Symposium (HCS) (27.08.2023)
Published in 2023 IEEE Hot Chips 35 Symposium (HCS) (27.08.2023)
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Conference Proceeding
METHODS OF OPERATING A NEAR MEMORY PROCESSING-DUAL IN-LINE MEMORY MODULE (NMP-DIMM) FOR PERFORMING A READ OPERATION AND AN ADAPTIVE LATENCY MODULE AND A SYSTEM THEREOF
Upadhya, Sachin Suresh, Mathew, Eldho Pathiyakkara Thombra, Salelkar, Mayuresh Jyotindra, So, Jinin, Lee, Jonggeon, Kim, Kyungsoo
Year of Publication 30.11.2023
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Year of Publication 30.11.2023
Patent
Booting method of computing system including memory module with processing device mounted
Lee, Jonggeon, So, Jinin, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon, Jung, Jin
Year of Publication 04.04.2023
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Year of Publication 04.04.2023
Patent
MEMORY MODULE, SYSTEM INCLUDING THE SAME, AND OPERATION METHOD OF MEMORY MODULE
Lee, Jonggeon, So, Jinin, Yun, Ilkwon, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon
Year of Publication 26.01.2023
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Year of Publication 26.01.2023
Patent
Memory modules and methods of operating same
So, Jinin, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon, Jung, Jin, Lee, Jong-Geon
Year of Publication 20.12.2022
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Year of Publication 20.12.2022
Patent
Memory modules and memory systems having the same
So, Jinin, Lee, Jonggeon, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon, Jung, Jin
Year of Publication 20.12.2022
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Year of Publication 20.12.2022
Patent
MEMORY MODULES AND MEMORY SYSTEMS HAVING THE SAME
So, Jinin, Lee, Jonggeon, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon, Jung, Jin
Year of Publication 27.01.2022
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Year of Publication 27.01.2022
Patent
MEMORY MODULE, COMPUTING SYSTEM AND BOOTING METHOD OF COMPUTING SYSTEM
Jinin So, Jonggeon Lee, Kyungsoo Kim, Yongsuk Kwon, Jin Jung, Jeonghyeon Cho
Year of Publication 30.12.2021
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Year of Publication 30.12.2021
Patent
MEMORY MODULES AND METHODS OF OPERATING SAME
So, Jinin, Kwon, Yongsuk, Kim, Kyungsoo, Cho, Jeonghyeon, Jung, Jin, Lee, Jong-Geon
Year of Publication 16.12.2021
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Year of Publication 16.12.2021
Patent