Jurn-Gyu Park

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Kuanysh Tokayev, Jurn-Gyu Park
Uniformly Distributed Data Effects in Offline RL: A Case Study in Gridworld Setting. BigComp (2024)
Zhumakhan Nazir, Vladislav Yarovenko, Jurn-Gyu Park
Interpretable ML enhanced CNN Performance Analysis of cuBLAS, cuDNN and TensorRT. SAC (2023)
Jurn-Gyu Park, Damir Seit, Kuanysh Tokayev
Feed-forward Design vs. Mimic Learning for Interpretable Deep Models: A Comparative Study. BigComp (2023)
Zhumakhan Nazir, Vladislav Yarovenko, Jurn-Gyu Park
Effects of Brightness and Class-Unbalanced Dataset on CNN Model Selection and Image Classification Considering Autonomous Driving. ICONIP (15) (2023)
Jurn-Gyu Park
Offline RL oriented Functions Design for Dynamic Power Management on CNN Workloads. BigComp (2023)
Meruyert Karzhaubayeva, Aidar Amangeldi, Jurn-Gyu Park
CNN Workloads Characterization and Integrated CPU-GPU DVFS Governors on Embedded Systems. IEEE Embed. Syst. Lett. 15 (4) (2023)
Jurn-Gyu Park, Zhumakhan Nazir, Beknur Kalmakhanbet, Saidgaffor Sabyrov
A CNN Inference micro-benchmark for Performance Analysis and Optimization on GPUs. SMC (2022)
Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim
An Interpretable Machine Learning Model Enhanced Integrated CPU-GPU DVFS Governor. ACM Trans. Embed. Comput. Syst. 20 (6) (2021)
Aidar Shakerimov, Dmitriy Li, Jurn-Gyu Park
A Case Study: Characterization of Performance Inconsistency for Reinforcement Learning on Flappy Bird Game. ICTC (2021)
Chen-Ying Hsieh, Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim
MEMCOP: memory-aware co-operative power management governor for mobile games. Des. Autom. Embed. Syst. 22 (1-2) (2018)
Jurn-Gyu Park, Chen-Ying Hsieh, Nikil D. Dutt, Sung-Soo Lim
Synergistic CPU-GPU Frequency Capping for Energy-Efficient Mobile Games. ACM Trans. Embed. Comput. Syst. 17 (2) (2018)
Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim
ML-Gov: a machine learning enhanced integrated CPU-GPU DVFS governor for mobile gaming. ESTIMedia (2017)
Jurn-Gyu Park, Chen-Ying Hsieh, Nikil D. Dutt, Sung-Soo Lim
Co-Cap: energy-efficient cooperative CPU-GPU frequency capping for mobile games. SAC (2016)
Jurn-Gyu Park, Nikil D. Dutt, Hoyeonjiki Kim, Sung-Soo Lim
HiCAP: Hierarchical FSM-based Dynamic Integrated CPU-GPU Frequency Capping Governor for Energy-Efficient Mobile Gaming. ISLPED (2016)
Chen-Ying Hsieh, Jurn-Gyu Park, Nikil D. Dutt, Sung-Soo Lim
Memory-aware cooperative CPU-GPU DVFS governor for mobile games. ESTIMedia (2015)
Jurn-Gyu Park, Chen-Ying Hsieh, Nikil D. Dutt, Sung-Soo Lim
Quality-aware mobile graphics workload characterization for energy-efficient DVFS design. ESTIMedia (2014)