Data Intensive Computing is a computational paradigm which processes large volumes of data, i.e., terabytes or petabytes in size. SKKU data intensive computing lab conducts innovative system software research primarily focusing on distributed and parallel computing, storage systems, and database systems.

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

DBMS for Persistent Memory

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.

High Performance Machine Learning

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.

People

in DICL

Person 1

Prof. Beomseok Nam

Person 2

Wonbae Kim

Ph.D. Student 2015-Present

Person 3

Daegyu Han

Combined M.S./Ph.D. Student 2018-Present

Person 4

Hera Koo

Ph.D. Student 2022-Present

Person 4

Sungho Moon

Ph.D. Student 2022-Present

Person 3

Tuan Anh Nguyen

Combined M.S./Ph.D. Student 2022-Present

Person 4

Sangeun Chae

M.S. Student 2022-Present

Person 4

Juwon Chung

M.S. Student 2023-Present

Person 4

Sangjun Pae

Undergrad Intern 2022-Present

Person 4

Chihyun Lee

Undergrad Intern 2022-Present

Person 4

Soochul Lee

Undergrad Intern 2023-Present

Person 4

Seunghyeok Jung

Undergrad Intern 2023-Present

Alumni

Jinwoong Kim

Ph.D. 2017, Naver → Kaier

Moohyeon Nam

Ph.D. 2019, SK Telecom

Wook-Hee Kim

Ph.D. 2019, Virginia Tech → Konkuk University

Youngmoon Eom

M.S. 2013, SIGTERM

Byungeun Park

M.S. 2017

Kibeom Jin

M.S. 2017, Korea Telecom → Coupang

Jihye Seo

M.S. 2018, Naver

Vicente A.B. Sanchez

M.S. 2019, Kitware

Deukyeon Hwang

M.S. 2019, U.Texas at Austin

Sehyeon Oh

M.S. 2019, TMax Soft

Soojeong Cho

M.S. 2019, KaKao

Hokeun Cha

M.S. 2020, U. Wisconsin at Madison

Dongui Kim

M.S. 2020, Line Corp.

Chanyeol Park

M.S. 2020, Naver Corp.

Sunghwan Ahn

M.S. 2021, Sk Hynix → Kaier

Jaeyoon Nam

M.S. 2021, Symbiote AI

Seungjoon Ha

M.S. 2021, Samsung Electronics

Jonghyeon Yoo

M.S. 2021, KaKao

Hobin Woo

M.S. 2021, Samsung Electronics

Duy Nguyen

M.S. 2022, Picket Homes

Hera Koo

M.S. 2022, Sungkyunkwan University

Sungho Moon

M.S. 2022, Sungkyunkwan University

Hyeongjun Jeon

M.S. 2023, OPENEDGES Technology, Inc.