A software-assisted peak current regulation scheme to improve power-limited inference performance in a 5nm AI SoC
- Monodeep Kar
- Joel Silberman
- et al.
- 2024
- ISSCC 2024
Kyu-hyoun (KH) Kim received Ph.D. degree in Electrical and Electronic engineering from Korea Advanced Institute of Science and Technology (KAIST) in 1997. In 1998, he joined Samsung Electronics where he was involved in circuit design, product development and standardization of the high-performance dynamic RAMs such as DDR, DDR2, DDR3, Graphic memory and next-generation main memory. He was a leader of high-speed I/O circuit design and evaluation group for the development of commercial DRAM products. In 2005 and 2006, he was in charge of analog circuit development for high-resolution and high-speed CMOS image sensors. In July 2006, he joined IBM T. J.Watson Research Center, Yorktown Heights, NY, as a research staff member.
He has been in charge of memory subsystem research and development for IBM Data Centric Systems including BlueGene/Q, Exascale systems and AI machines. He has been also involved in development of high-speed I/O interface circuits for IBM servers. Since Feb. 2019, he has joined the AI Hardware team and he's now in charge of exploratory AI hardware.
He represents IBM in JEDEC Solid State Technology Association for standardization of memory components and modules. He received JEDEC Technical Recognition Award in 2011, in recognition of his 'outstanding contributions in the development of the DDR4 standard', and JEDEC Award of Excellence in 2019, in recognition of his 'outstanding contributions and leadership role in the development of the DDR5 standard'.
He received 4 Outstanding Technical Achievement Awards in 2011, 2012, 2014 and 2016. In 2015, he became a Technical Lead for DRAM and Future Memory. In 2016, he was titled as Principal Research Staff Member.
Dr. Kim has presented eight papers to the International Solid-State Circuits Conference (ISSCC) as first authors between 1996 and 2009, and received ISSCC Takuo Sugano Outstanding Paper Award in 2007. He is a member of the ISSCC ITPC Memory subcommittee since 2018.
He is holding 168 issued U.S. patents. He was elected IBM Master Inventor twice for 2011-2014, and 2015-2018.