Big Data Processing Framework
We develop Velox, a novel high-performance decentralized big data processing framework. Details about this project can be found at VeloxMR and VeloxDFS
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.
in DICL
Ph.D. Student 2015-Present
Ph.D. Student 2018-Present
M.S. Student 2020-Present
M.S. Student 2020-Present
M.S. Student 2019-Present
M.S. Student 2019-Present
M.S. Student 2020-Present
Principal Engineer at Samsung Electronics
M.S. Student 2021-Present
M.S. Student 2021-Present
M.S. Student 2021-Present
Undergrad Intern 2020-Present
Ph.D. 2017, Naver
Ph.D. 2019, SK Telecom
Ph.D. 2019, Virginia Tech
M.S. 2013, SIGTERM
M.S. 2017
M.S. 2017, Korea Telecom
M.S. 2018, Naver
M.S. 2019, Kitware
M.S. 2019, U.Texas at Austin
M.S. 2019, TMax Soft
M.S. 2019, KaKao
M.S. 2020, U. Wisconsin at Madison
M.S. 2020, Line Corp.
M.S. 2020, Naver Corp.
M.S. 2021, Sk Hynix