Welcome to Big Data Computing Lab (BDCLab)
The Big Data Computing Lab (advisor: Dr. Chon) at KOREATECH covers various research topics regarding to scalable algorithm design and systems for data mining, machine learning, bioinformatics, and scientific applications.
If interested, please send an email to Dr. Chon (kw.chon[_a_t_]koreatech.ac.kr) with your CV.
한국기술교육대학교 컴퓨터공학부 빅데이터컴퓨팅 연구실에서는 효율적인 빅데이터처리, 과학응용가속화, 빅데이터 시스템 등의 다양한 주제로 연구를 수행하고 있습니다. 관심있는 분들께서는 전강욱 교수 (kw.chon[_a_t_]koreatech.ac.kr)에게 연락 부탁 드립니다.
Research Interests
Scalable algorithm design and systems for
Data Mining
Machine Learning
Bioinformatics
Scientific Applications
News
[June. 2024] Dr. Chon obtained two research grants on parallelization of application software based on exascale systems from Korea Institute Science and Technology Information (KISTI).
[May. 2024] Two freshman (Ujae Choi and Seongyoon Jeong) joined our lab.
[Apr. 2024] A paper "GMiner++: Boosting GPU-based Frequent Itemset Mining by Reducing Redundant Computations" has been accepted to Expert Systems with Applications.
[Mar. 2024] One freshman (Eunsol Kim) joined our lab.
[Mar. 2024] A paper "Accelerating Erasure Coding by Exploiting Multiple Repair Paths in Distributed Storage Systems" has been accepted to Cluster Computing.
[Oct. 2023] Three freshman (Chanki Kim, Sunsik Nam, and Seunghyun Song) joined our lab.
[Sep. 2023] A paper "GPUTucker: Large-scale GPU-based Tucker Decomposition using Tensor Partitioning" has been accepted to Expert Systems with Applications.
[Sep. 2023] Dr. Chon obtained a research grant on software library for extreme-scale scientific applications from National Research Foundation of Korea.
[Apr. 2023] A paper "Active Learning Using Generative Adversarial Networks for Improving Generalization and Avoiding Distractor Points" has been accepted to Expert Systems with Applications.
[Mar. 2023] A paper "ConnectomeNet: a Unified Deep Neural Network Modeling Framework for Multi-task Learning" has been accepted to IEEE Access.
[Mar. 2023] I joined School of Computer Science and Engineering of Korea University of Technology and Education as an assistant professor.
[Feb. 2023] Dr. Kang-Wook Chon (with Prof. Min-Soo Kim and Jihye Lee) presented the paper "A GPU-based tensor decomposition method for large-scale tensors" (Best Paper Award) in IEEE BigComp 2023-02-15, Jeju, Korea.