Gwanjong Park
Ph.D. Student
Computer Systems Lab.
Dept. of Software, School of Software, SungKyunKwan Univ.
E-mail: jesj74 at g.skku.edu
Lab. :#85533, Corporate Collaboration Center
Education
- Ph.D. in Dept. of Software, College of Software, Sungkyunkwan Univ. 2024.02 ~
- M.S. in Dept. of Software, College of Software, Sungkyunkwan Univ. 2022.08 ~ 2024.02
- B.S. in Dept. of Software, College of Software, Sungkyunkwan Univ. 2017.03 ~ 2022.08
Research Interests
- Systems for machine learning
- Energy/carbon efficient systems
- Optimization strategies
Publications
- Cloud Reamer: Enabling Inference Services in Training Clusters, The 32nd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Osama Khan, Gwanjong Park, Junyeol Yu and Euiseong Seo, 2024
- DaCapo: An On-Device Learning Scheme for Memory-Constrained Embedded Systems, ACM SIGBED International Conference on Embedded Software (EMSOFT), Osama Khan, Gwanjong Park, and Euiseong Seo, 2023
- Energy-Harvesting-Aware Adaptive Inference of Deep Neural Networks in Embedded Systems, ACM/IEEE International Symposium on Low Power Electronics and Design (ISLPED), Gwanjong Park, Osama Khan, and Euiseong Seo, 2023
Patents
- INFERENCE METHOD USING A DNN MODEL IN ENERGY HARVESTING SYSTEM, U.S. Patent (Applied), 18/544,678
- RECALCULATION METHOD OF BACKPROPAGATION IN A MANNER THAT SELECT THE LAYERS TO STORE THE OUTPUT IN MEMORY, U.S. Patent (Applied), 18/398,458
- 학습 클러스터에서 자원 사용률을 극대화하기 위한 유휴 CPU 자원 기반 심층신경망 추론 방법, 대한민국 (출원), 10-2023-0194699
Program Registrations
- 에너지 수집 시스템에서 추론 품질을 높이기 위한 기계학습 모델 선택 기법의 시뮬레이팅 프로그램, C-2022-045346
Awards and Honors
- 한국연구재단 이공분야 학술연구지원사업(박사과정생연구장려금지원사업) 연구책임자. 2024 ~ 2026
- 소프트웨어융합대학 일반대학원 소프트웨어학과 우수연구상 in SKKU. 2024
- Ph.D. Program Full Tuition Scholarship. 2024 ~ 2026
- M.S. Program Full Tuition Scholarship. 2022 ~ 2024
- Dean's List at College of Computing and Informatics in SKKU. 2017, 2021, 2022
- B.S. Program Half Tuition Scholarship. 2017 ~ 2022
Teaching Experience
- Operating Systems (SWE3004, 22 Fall ~ 24 Spring)
- Basis and Practice in Programming (GEDT019, 22 Fall)