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 Areas
- Systems for machine learning
- Energy/carbon efficient systems
- Optimization strategy & adaptation control
- Resource management & job scheduling
Publications
International Conferences
- 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
International 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
Domestic Patents
- 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
- 소프트웨어융합대학 일반대학원 소프트웨어학과 우수연구상 in SKKU. 2024
- 新대학원우수장학생 TYPE1 in SKKU (Ph.D. Program Full Tuition Scholarship). 2023
- 新대학원우수장학생 TYPE1 in SKKU (M.S. Program Full Tuition Scholarship). 2022
- Dean's List at College of Computing and Informatics in SKKU. 2022
- Dean's List at College of Computing and Informatics in SKKU. 2021
- Dean's List at Department of Computer Science and Engineering in SKKU. 2017
Teaching Experience
- Operating Systems (SWE3004, 24 Spring)
- Operating Systems (SWE3004, 23 Fall)
- Operating Systems (SWE3004, 23 Spring)
- Operating Systems (SWE3004, 22 Fall)
- Basis and Practice in Programming (GEDT019, 22 Fall)
Activities
- Participant of 컴퓨터시스템 소사이어티 동계학술대회24
- Participant of ICOIN24
- Participant of IEMEK23
- Participant of SamsungAIForum23
- Participant of EMSOFT23
- Participant of ISLPED23
- Participant of KCC23
- Participant of 컴퓨터시스템 소사이어티 동계학술대회23
- Participant of SC22
- Participant of KSC22
- Participant of 컴퓨터시스템 소사이어티 동계학술대회22