Research Interests
- Energy-Efficient Computing
- Systems for Network
- Virtualization
- Systems for Machine Learning
Education
- Ph.D. in Electrical Engineering and Computer Science, DGIST, Daegu, Mar, 2017 – 2024
- B.S. in Electrical and Computer Engineering (Magna Cum Laude), Ajou University, Suwon, Feb, 2016
Experience
Research Assistant, March 2017 to August 2024
- ML for Systems & Systems for ML
- Participating in industry-university cooperation to develop PIM (Processing In Memory) for distributed computing (e.g., Spark, Hadoop) [2019 – 2020]
- Participating in industry-university cooperation to develop PIM for DLRM (Deep Learning Recommendation Model) [2020 – 2021]
- Participating in industry-university cooperation to develop distributed computing framework providing tiered-memory management (e.g., CXL Memory, Persistent Memory, etc.) [2022 – 2024]
- Developing reinforcement learning-based dynamic core allocation for latency-critical services [Work in Progress]
- Energy-Efficient Systems for Latency-Critical Services
- Developing network load-aware power management for latency-critical services (CAL ’20, MICRO ’21)
- Developing network interrupt rate management for improving the energy efficiency of latency-critical services (ICCD ’20, IEEE Access ‘20)
- Developing latency-critical container-aware power management (ISET ’18)
- Developing dynamic core allocation in virtualization (i.e., KVM) for improving the performance and energy efficiency of latency-critical services [Work in Progress]
Skiils and Techniques
- Machine Learning Algorithms: DLRM, DQN, PPO, etc.
- Programing Language: C, Python, C++
- Frameworks/Packages: Pytorch, Pandas, eBPF
Publications
[HPCA] Hyosang Kim, Gyeongseo Park, Ki-Dong Kang, Seungkyu Lee, and Daehoon Kim*.
IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2025
[DATE] Ki-Dong Kang, Gyeongseo Park, and Daehoon Kim*.
IEEE/ACM Design, Automation and Test in Europe Conference (DATE), 2025
[PACT] Gyeongseo Park, Minho Kim, Ki-Dong Kang, YunHyeong Jeon, Sungju Kim, Hyosang Kim, and Daehoon Kim*.
International Conference on Parallel Architectures and Compilation Techniques (PACT), 2024
[DGIST] Gyeongseo Park, Hoon Sung Chwa, and Daehoon Kim*.
Daegugyeongbuk Institute of Science and Technology (DGIST), 2024
[CAL] Seunghak Lee, Ki-Dong Kang, Gyeongseo Park, Nam Sung Kim, and Daehoon Kim*.
IEEE Computer Architecture Letters (CAL), 2023
[CAL] Gyeongseo Park, Ki-Dong Kang, Minho Kim, and Daehoon Kim*.
IEEE Computer Architecture Letters (CAL), 2023
[MICRO] Ki-Dong Kang, Gyeongseo Park, Hyosang Kim, Mohammad Alian, Nam Sung Kim, and Daehoon Kim*.
IEEE/ACM International Symposium on Microarchitecture (MICRO), 2021
[ICCD] Ki-Dong Kang, Hyungwon Park [co-first author], Gyeongseo Park, and Daehoon Kim*.
IEEE International Conference on Computer Design (ICCD), 2020
[Access] Ki-Dong Kang, Hyungwon Park [co-first author], Gyeongseo Park, and Daehoon Kim*.
IEEE Access (Access), 2020
[CAL] Ki-Dong Kang, Gyeongseo Park, Nam Sung Kim, and Daehoon Kim*.
IEEE Computer Architecture Letters (CAL), 2020
Patents
Daehoon Kim, Hyungwon Park, Ki-Dong Kang, and Gyeongseo Park.
issued, Korea, Application No. 10-2020-0189606 (2020.12.31), Registration No. 10-2503579 (2023.02.21)
Daehoon Kim, Hyungwon Park, Ki-Dong Kang, and Gyeongseo Park.
issued, Korea, Application No. 10-2020-0188031 (2020.12.30), Registration No. 10-2625723 (2024.01.11)
Daehoon Kim, and Gyeongseo Park.
issued, Korea, Application No. 10-2020-0185101 (2020.12.28), Registration No. 10-2442675 (2022.09.06)
