We are a research group headed by Prof. Jaekyun Moon in the School of EE at KAIST. We work on
distributed storage, communications, decentralized computing and learning, dealing with
optimal ways to store, access and utilize big data in today's densely connected world.
Distributed and decentralized ways of data storage and machine learning are essential in the era of IoT, big data and connected AI.
About & Contact
We are looking for new MS and Ph. D. students as well as post-docs in the areas of distributed storage, communications, decentralized computing and machine learning. Interested candidates may contact Prof. Jaekyun Moon via email (jmoon@kaist.edu).
Research Areas: distributed storage, communications, decentralized data processing (block chain), distributed computing/machine learning and high-speed/hardware-friendly learning algorithms, all using various theoretical tools and insights from
the fields of communications, signal processing, statistics and information theory.
News
| 2019.04 | Four papers accepted in IEEE International Symposium on Information Theory (ISIT) 2019 - H. Park and J. Moon, "Irregular Product Coded Computation for High-Dimensional Matrix Multiplication" - B. Choi, J. Sohn, D.-J. Han and J. Moon, "Scalable Network-Coded PBFT Consensus Algorithm" - D.-J. Han, J. Sohn and J. Moon, "Coded Distributed Computing over Packet Erasure Channels" - M. Kim, J. Sohn and J. Moon, "Coded Matrix Multiplication on a Group-Based Model" |
| 2019.02 | M. Choi's paper entitled "Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands" accepted in IEEE International Conference on Communications (ICC) 2019 |
| 2018.12 | S. W. Yoon and J. Seo's paper entitled "Meta-Learner with Linear Nulling" presented at 2018 NeurIPS (NIPS) Workshop on Meta-Learning |
| 2018.08 | M. Choi and D.-J. Han's paper entitled "Bi-Directional Cooperative NOMA Without Full CSIT" accepted for publication in IEEE Transactions on Wireless Communications |
| 2018.05 | D.-J. Han's paper titled "Combined Window-Filter Waveform Design With Transmitter-Side Channel State Information," accepted for publication in IEEE Transactions on Vehicular Technology |
| 2018.04 | J. Sohn's paper titled "Capacity of Clustered Distributed Storage" accepted for publication in IEEE Transactions on Information Theory |
| 2018.04 | M. Choi's paper entitled "Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements", accepted for publication in IEEE Journal on Selected Areas in Communications |
