Research
Research Areas
High Performance Distributed File System (with KISTI, Korea Supercomputing Center, Seoul National Univ. and Samsung Semiconductor )
• Data-intensive Computing using flash/SSDs in Supercomputing
Distributed Deep Learning Training Optimization (with SK Telecom and National Research Foundation)
•Multi-GPU/Multi-Node based deep learning optimization and acceleration on Tensorflow/Pytorch
BigData Platform and In-storage Processing (with National Research Foundation and KETEP)
•Performance analysis on Hadoop/Spark using SSDs
• Distributed File system and In-storage Platform on Embedded systems.
Accelerating block-chain processing on embedded systems (with IITP, Sejong Univ. and U of Queensland )
Efficient Private block-chain network transaction for network security