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
Combined M.S./Ph.D. Student 2018-Present
Ph.D. Student 2022-Present
Ph.D. Student 2022-Present
Combined M.S./Ph.D. Student 2022-Present
M.S. Student 2022-Present
M.S. Student 2023-Present
Undergrad Intern 2022-Present
Undergrad Intern 2022-Present
Undergrad Intern 2023-Present
Undergrad Intern 2023-Present
Ph.D. 2017, Naver → Kaier
Ph.D. 2019, SK Telecom
Ph.D. 2019, Virginia Tech → Konkuk University
M.S. 2013, SIGTERM
M.S. 2017
M.S. 2017, Korea Telecom → Coupang
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 → Kaier
M.S. 2021, Symbiote AI
M.S. 2021, Samsung Electronics
M.S. 2021, KaKao
M.S. 2021, Samsung Electronics
M.S. 2022, Picket Homes
M.S. 2022, Sungkyunkwan University
M.S. 2022, Sungkyunkwan University
M.S. 2023, OPENEDGES Technology, Inc.