Young Geun Kim

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 27

Top Topics

Energy Efficient

Top Venues

IEEE Trans. Computers

Publications

Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. MLSys (2024)
Gyudong Kim, Mehdi Ghasemi, Soroush Heidari, Seungryong Kim, Young Geun Kim, Sarma B. K. Vrudhula, Carole-Jean Wu
HeteroSwitch: Characterizing and Taming System-Induced Data Heterogeneity in Federated Learning. CoRR (2024)
Young Geun Kim, Udit Gupta, Andrew McCrabb, Yonglak Son, Valeria Bertacco, David Brooks, Carole-Jean Wu
GreenScale: Carbon-Aware Systems for Edge Computing. CoRR (2023)
Seung Hun Choi, Seon Young Kim, Young Geun Kim, Joonho Kong, Sung Woo Chung
AMBITION: Ambient Temperature Aware VM Allocation for Edge Data Centers. IEEE Access 11 (2023)
Jeong-Han Yun, Jonguk Kim, Won-Seok Hwang, Young Geun Kim, Simon S. Woo, Byung-Gil Min
Residual size is not enough for anomaly detection: improving detection performance using residual similarity in multivariate time series. SAC (2022)
Young Geun Kim, Carole-Jean Wu
FedGPO: Heterogeneity-Aware Global Parameter optimization for Efficient Federated Learning. IISWC (2022)
Young Geun Kim, Carole-Jean Wu
FedGPO: Heterogeneity-Aware Global Parameter Optimization for Efficient Federated Learning. CoRR (2022)
Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
Chasing Carbon: The Elusive Environmental Footprint of Computing. IEEE Micro 42 (4) (2022)
Soroush Heidari, Mehdi Ghasemi, Young Geun Kim, Carole-Jean Wu, Sarma B. K. Vrudhula
CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs. IEEE Trans. Computers 71 (12) (2022)
Young Geun Kim, Seon Young Kim, Seung Hun Choi, Sung Woo Chung
Thermal-aware adaptive VM allocation considering server locations in heterogeneous data centers. J. Syst. Archit. 117 (2021)
Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
Chasing Carbon: The Elusive Environmental Footprint of Computing. HPCA (2021)
Mehdi Ghasemi, Soroush Heidari, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, Sarma B. K. Vrudhula
Energy-Efficient Mapping for a Network of DNN Models at the Edge. SMARTCOMP (2021)
Young Geun Kim, Jeong-Han Yun, Siho Han, Hyoung Chun Kim, Simon S. Woo
Revitalizing Self-Organizing Map: Anomaly Detection Using Forecasting Error Patterns. SEC (2021)
Young Geun Kim, Carole-Jean Wu
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning. CoRR (2021)
Young Geun Kim, Carole-Jean Wu
AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning. MICRO (2021)
Young Geun Kim, Carole-Jean Wu
AutoScale: Energy Efficiency Optimization for Stochastic Edge Inference Using Reinforcement Learning. MICRO (2020)
Young Geun Kim, Minyong Kim, Joonho Kong, Sung Woo Chung
An Adaptive Thermal Management Framework for Heterogeneous Multi-Core Processors. IEEE Trans. Computers 69 (6) (2020)
Young Geun Kim, Carole-Jean Wu
AutoScale: Optimizing Energy Efficiency of End-to-End Edge Inference under Stochastic Variance. CoRR (2020)
Udit Gupta, Young Geun Kim, Sylvia Lee, Jordan Tse, Hsien-Hsin S. Lee, Gu-Yeon Wei, David Brooks, Carole-Jean Wu
Chasing Carbon: The Elusive Environmental Footprint of Computing. CoRR (2020)
Young Geun Kim, Young Seo Lee, Sung Woo Chung
Signal Strength-Aware Adaptive Offloading with Local Image Preprocessing for Energy Efficient Mobile Devices. IEEE Trans. Computers 69 (1) (2020)
Kwangho Lee, Joonho Kong, Young Geun Kim, Sung Woo Chung
Memory streaming acceleration for embedded systems with CPU-accelerator cooperative data processing. Microprocess. Microsystems 71 (2019)
Bontak Gu, Joonho Kong, Arslan Munir, Young Geun Kim
A Framework for Distributed Deep Neural Network Training with Heterogeneous Computing Platforms. ICPADS (2019)
Young Geun Kim, Jeong In Kim, Seung Hun Choi, Seon Young Kim, Sung Woo Chung
Temperature-aware Adaptive VM Allocation in Heterogeneous Data Centers. ISLPED (2019)
Young Geun Kim, Joonho Kong, Sung Woo Chung
A Survey on Recent OS-Level Energy Management Techniques for Mobile Processing Units. IEEE Trans. Parallel Distributed Syst. 29 (10) (2018)
Sang Jun Nam, Young Geun Kim, Sung Woo Chung
An energy-efficient task scheduler for mobile web browsing. ICCE (2017)
Young Geun Kim, Sung Woo Chung
Signal strength-aware adaptive offloading for energy efficient mobile devices. ISLPED (2017)
Young Geun Kim, Minyong Kim, Sung Woo Chung
Enhancing Energy Efficiency of Multimedia Applications in Heterogeneous Mobile Multi-Core Processors. IEEE Trans. Computers 66 (11) (2017)
Young Geun Kim, Minyong Kim, Jae Min Kim, Sung Woo Chung
M-DTM: migration-based dynamic thermal management for heterogeneous mobile multi-core processors. DATE (2015)
Jae Min Kim, Young Geun Kim, Sung Woo Chung
Stabilizing CPU Frequency and Voltage for Temperature-Aware DVFS in Mobile Devices. IEEE Trans. Computers 64 (1) (2015)
Minyong Kim, Young Geun Kim, Sung Woo Chung, Cheol Hong Kim
Measuring Variance between Smartphone Energy Consumption and Battery Life. Computer 47 (7) (2014)