Donghyun Min

Research Interest

My R&D focus revolves around Flash-based Storage Systems, Emerging Storage Systems, Key-Value Storage, Database Management Engine, System Security, Super-resolution, Deep Learning, DL Compiler, and Edge AI. So happy to explore these areas.

E-mail: mdh38112@sogang.ac.kr / tmxosqkdizid@gmail.com 

Biography

Staff Engineer (Technical Research Personnel for Military Service, 병역복무), Software Engineering (SW), DEEPX CO., Ltd., Republic of Korea (2021 - Present)

Doctor of Philosophy (Ph.D.), Computer Science and Engineering (CSE), Sogang University, Republic of Korea (2019 - 2021)

Master of Engineering (M.S.), Computer Science and Engineering (CSE), Sogang University, Republic of Korea (2017 - 2019)

Exchange Visiting Scholar, Electrical and Computer Engineering (ECE), The University of Texas at San Antonio (UTSA), TX, USA (2018, Summer)

Bachelor of Engineering (B.S.), Computer Science and Engineering (CSE), Sogang University, Republic of Korea (2013 - 2017)

Publications

[International]

[ACM ICS] [Best Paper Nominee] Juhyeon Lee, Insung Bahk, Hoseung Kim, Sinjin Jeong, Suyeon Lee, Donghyun Min(Corresponding author), An Autonomous Parallelization of Transformer Model Inference On Heterogeneous Edge Devices, ACM International Conference on Supercomputing (ACM ICS), 2024.

[SCI] [IEEE TCAD] Donghyun Min, Kihyun Kim, Chaewon Moon, Awais Khan, Seungjin Lee, Changhwan Yun, Woosuk Chung, Youngjae Kim, A Multi-Tenant Key-Value SSD with Secondary Index for Search Query Processing and Analysis, ACM Transactions on  Embedded Computing Systems (ACM TECS), 2023.

[SCI] [IEEE TCAD] Donghyun Min, Yungwoo Ko, Ryan Walker, Junhee Lee, Youngjae Kim, A Content-based Ransomware Detection and Backup Solid-State Drive for Ransomware Defense, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021.

[ACM HotStorage] [Honorable Mention] Donghyun Min, Youngjae Kim, Isolating Namespace and Performance in Key-Value SSDs for Multi-tenant Environments, (Regular) ACM Workshop on Hot Topics in Storage and File Systems (ACM HotStorage), 2021 (acceptance rate: 37.5%).

[IEEE HPCA] [Invited Presentation Session] Donghyun Min, Donggyu Park, Jinwoo Ahn, Ryan Walker, Junghee Lee, Sungyong Park, Youngjae Kim, Amoeba: An Autonomous Backup and Recovery SSD for Ransomware Defense, IEEE International Symposium on High-Performance Computer Architecture (IEEE HPCA), 2019.

[arXiv:1904.0501] Jinwoo Ahn, Donggyu Park, Chang-gyu Lee, Donghyun Min, Junghee Lee, Sungyong Park, Qian Chen, Youngjae Kim, KEY-SSD: Access-Control Drive to Protect Files from Ransomware Attacks, 2019.

[SCIE] [IEEE CAL] [Best Paper] Donghyun Min, Donggyu Park, Jinwoo Ahn, Ryan Walker, Junghee Lee, Sungyong Park, Youngjae Kim, Amoeba: An Autonomous Backup and Recovery SSD for Ransomware Defense, IEEE Computer Architecture Letter (IEEE CAL), 2018 (acceptance rate: approximately 20%).

[Poster] [USENIX FAST] Junghee Lee, Donghyun Min, Donggyu Park, Sungyong Park, Youngjae Kim, Low-Cost Autonomous Backup Mechanism in SSD against Ransomware, (WiP) USENIX Conference on File and Storage Technologies (USENIX FAST), 2018.


Although there are other papers where I am listed as the fourth or fifth author, I do not think my contributions to those works were significant. Therefore, I prefer not to include them in my academic achievements.


[Domestic]

[KIISE] [Invited Journal] Donghyun Min, Youngjae Kim, A Study of Log-Structured Merge-tree Based Key-Value SSDs, 2021.

[KSC] Jiyun Park, Donghyun Min, Junghee Lee, Youngjae Kim, Reducing Foreground I/O Latency via Preemptive Ransomware Detection on Ransomware Attack Tolerant SSD, Korea Software Congress (KSC), 2020.

[KSC] Jeewon Chae, Jinwoo Ahn, Donghyun Min, Junghee Lee, Youngjae Kim, TC-SSD: Time Capsule SSD for File Version Control, Korea Software Congress (KSC), 2019.

[KSC] Donghyun Min, Jinwoo Ahn, Youngjae Kim, Infected Data Segregation and Fast Garbage Collection on Ransomware Defense SSD, Korea Software Congress (KSC), 2018.