Ju Hyoung Mun

Assistant Professor
Computer Science Department, Brandeis University
Email | Google Scholar | Linked In | CV

Professional Experiences

Assistant Professor, Brandeis University, Boston, MA, USA (2024~)

Postdoctoral fellow, Boston University, Boston, MA, USA (2019~2024)

Postdoctoral researcher, Ewha w. University, Seoul, Korea (2018~2019)

Engineer, DMC R&D Center, Samsung Electronics, Suwon, Korea (2007~2013)

Education

Ewha w. University, Seoul, Korea

Ph.D., Electronic and Electrical Engineering (2018)
Advisor: Professor Hyesook Lim
Dissertation Title: A Study on Information Sharing Using Bloom Filters in Named Data Networking

M.S., Information Electronics Engineering (2007)
Advisor: Professor Hyesook Lim
Thesis Title: High-Speed Packet Classification Using Binary Search on Length

B.S., Information Electronics Engineering (2005)

Teaching Engagements

Instructor

Fall 2015 | Computer Networking
Ewha w. University, undergrad course, approximately 70 students

Publications

Mnemosyne: Dynamic Workload-Aware BF Tuning via Accurate Statistics in LSM trees

Proceedings of the SIGMOD, 2025
Zichen Zhu, Yanpeng Wei, Ju Hyoung Mun, Manos Athanassoulis

Effortless Locality on Data Systems Using Relational Fabric

IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 36(12), 2024
Tarikul Islam Papon, Ju Hyoung Mun, Konstantinos Karatsenidis, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis

Official PDF

On-the-fly Data Transformation in Action

Proceedings of the VLDB Endowment, Vol. 16(12), 2023
Ju Hyoung Mun, Konstantinos Karatsenidis, Tarikul Islam Papon, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, and Manos Athanassoulis

Official PDF | Code

Software-Shaped Platforms

Proceedings of the Cyber-Physical Systems and Internet of Things Week (CPS-IoT Week Workshops), 2023
Renato Mancuso, Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Manos Athanassoulis

Official PDF

Relational Fabric: Transparent Data Transformation

Proceedings of the IEEE International Conference on Data Engineering (IEEE ICDE), 2023
Tarikul Islam Papon, Ju Hyoung Mun, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, and Manos Athanassoulis

Official PDF | Slides

Relational Memory: Native In-Memory Accesses on Rows and Columns

EDBT 2023
Shahin Roozkhosh, Denis Hoornaert, Ju Hyoung Mun, Tarikul Islam Papon, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis

Official PDF

LSM-Trees Under (Memory) Pressure

Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures (ADMS), 2022
Ju Hyoung Mun, Zichen Zhu, Aneesh Raman, Manos Athanassoulis

Official PDF | Presentation Video | Slides

Reducing Bloom Filter CPU Overhead in LSM-Trees on Modern Storage Devices

Proceedings of the International Workshop on Data Management on New Hardware (DaMoN), 2021
Zichen Zhu, Ju Hyoung Mun, Aneesh Raman, Manos Athanassoulis

Official PDF | Slides

FIB sharing using Bloom filters in named data networking

Applied Science, vol. 9, no. 15, August 2019
Ju Hyoung Mun, Hyesook Lim

Official PDF

Updatable Complement Bloom Filter

ICEIC, 2018
Ju Hyoung Mun, Hyesook Lim

Cache Sharing using Bloom filters in named data networking

Journal of Network and Computer Applications Elsevier Science, vol. 90, pp. 74-82, 2017
Ju Hyoung Mun, Hyesook Lim

Official PDF

Utilizing 2-D Leaf-Pushing for Packet Classification

Computer Communications, vol. 103, pp. 116-1129, 2017
Jungwon Lee, Hayoung Byun, Ju Hyoung Mun, and Hyesook Lim

Official PDF