SKKU Data Intensive Computing Lab

We develop Velox, a novel high-performance decentralized big data processing framework. Details about this project can be found at VeloxMR and VeloxDFS

With the byte-addressability and durability of emerging non-volatile memory, such as spin-transfer torque MRAM (STT-MRAM), ACID principles can be enforced in a more efficient way in DBMS. We develop Eternity, a novel database management system for byte-addressable NVRAM.

We explore the opportunity to leverage high performance computing technologies to accelerate distributed machine learning. This project is in its infancy, but will hopefully be one of the main research themes in our lab.