Seonjin Na
College of Computing. Georgia Tech.
I am currently a Postdoctoral Researcher in HPArch Group at Georgia Institute of Technology (Georgia Tech) supervised by Prof. Hyesoon Kim. Prior to Georgia tech, I received a Ph.D in School of Computing from KAIST (2023), advised by Prof. Jaehyuk Huh.
My research interests lie in GPU architecture, trusted computing, heterogeneous systems, distributed computing, and systems for machine learning. During my Ph.D. studies, I focused on building secure architecture to provide a trusted execution environment(TEE) on accelerators such as GPUs, and NPUs with low-performance overhead. Currently, I am actively engaged in extending my research field to address various challenges in the Processing in Memory (PIM) and High-Performance Computing (HPC) systems.
News
| Oct 24, 2023 | Our paper Supporting Secure Multi-GPU Computing with Dynamic and Batched Metadata Management has been accepted at HPCA-2024! |
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| Jul 24, 2023 | Our paper Improving Data Reuse in NPU On-chip Memory with Interleaved Gradient Order for DNN Training has been accepted at MICRO-2023! |
| Dec 13, 2022 | I will be joining the HPArch group as a postdoctoral researcher. |
| Dec 9, 2022 | I defended my Ph.D. thesis and submitted my dissertation! |
| Aug 23, 2022 | Our paper Tunable Memory Protection for Secure NPUs has been accepted at ICCD-2022! |
| Oct 28, 2021 | Our paper TNPU has been accepted at HPCA-2022! |
| Oct 28, 2020 | Our paper Common Counters has been accepted at HPCA-2021! |