Dongmoon Min Senior researcher (post-doc) at SNU (Advisor: Prof. Jangwoo Kim) Google scholar: link LinkedIn: link E-mail: dongmoon.min "at" snu.ac.kr

Research Interests

• Quantum / Cryogenic Computing
• Computer Performance Modeling
• Computer Architecture and Systems
• Processor Microarchitecture

Education

• Seoul National University (SNU), Seoul, South Korea
  • Ph.D. in Electrical and Computer Engineering
  • Advisor: Prof. Jangwoo Kim
  • Sep. 2018 – Feb. 2024


• Seoul National University (SNU), Seoul, South Korea
  • B.S. in Electrical and Computer Engineering
  • Mar. 2012 – Aug. 2018

Employment

• Seoul National University (SNU), Seoul, South Korea
  • Senior researcher (post-doc) in Automation and Systems Research Institute (ASRI)
  • Advisor: Prof. Jangwoo Kim
  • Mar. 2024 – Current

Publications

( * : equal contribution)

1. A Fault-Tolerant Million Qubit-Scale Distributed Quantum Computer
   Junpyo Kim, Dongmoon Min, Jungmin Cho, Hyeonseong Jeong, Ilkwon Byun, Junhyuk Choi, Juwon Hong, and Jangwoo Kim
   29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'24), April 2024.


2. Fast, Light-Weight, and Accurate Performance Evaluation using Representative Datacenter Behaviors
   Jaewon Lee, Dongmoon Min, Ilkwon Byun, Hanhwi Jang, and Jangwoo Kim
   2023 ACM/IFIP/USENIX International Middleware Conference (MIDDLEWARE'23), Dec. 2023.


3. QIsim: Architecting 10+K Qubit QC Interfaces Toward Quantum Supremacy
   Dongmoon Min, Junpyo Kim, Junhyuk Choi, Ilkwon Byun, Masamitsu Tanaka, Koji Inoue, and Jangwoo Kim
   2023 ACM/IEEE International Symposium on Computer Architecture (ISCA'23), June 2023.


4. Is the Future Cold or Tall? Design Space Exploration of Cryogenic and 3D Embedded Cache Memory
   Alexander Hankin, Lillian Pentecost, Dongmoon Min, David Brooks, and Gu-Yeon Wei
   2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS'23), April 2023.


5. 3D-FPIM: An Extreme Energy-Efficient DNN Acceleration System Using 3D NAND Flash-Based In-Situ PIM Unit
   Hunjun Lee, Minseop Kim, Dongmoon Min, Joonsung Kim, Jongwon Back, Honam Yoo, Jongho Lee, and Jangwoo Kim
   55th ACM/IEEE International Symposium on Microarchitecture (MICRO'22), Oct. 2022.


6. XQsim: Modeling Cross-Technology Control Processors to Realize 10+K Qubit Quantum Computers
   Ilkwon Byun, Junpyo Kim, Dongmoon Min, Ikki Nagaoka, Kosuke Fukumitsu, Iori Ishikawa, Teruo Tanimoto, Masamitsu Tanaka, Koji Inoue, and Jangwoo Kim
   49th ACM/IEEE International Symposium on Computer Architecture (ISCA'22), June 2022.


7. CryoWire: Wire-Driven Microarchitecture Designs for Cryogenic Computing
   *Dongmoon Min, *Yujin Chung, Ilkwon Byun, Junpyo Kim, and Jangwoo Kim
   27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'22), March 2022.


8. A Next-Generation Cryogenic Processor Architecture
   *Ilkwon Byun, *Dongmoon Min, Gyuhyeon Lee, Seongmin Na, and Jangwoo Kim
   Top Pick in IEEE Micro Top Picks (TopPick'21), June 2021.


9. CryoGuard: A Near Refresh-Free Robust DRAM Design for Cryogenic Computing
   Gyuhyeon Lee, Seongmin Na, Ilkwon Byun, Dongmoon Min, and Jangwoo Kim
   48th ACM/IEEE International Symposium on Computer Architecture (ISCA'21), June. 2021.


10. CryoCore: A Fast and Dense Processor Architecture for Cryogenic Computing
    *Ilkwon Byun, *Dongmoon Min, Gyuhyeon Lee, Seongmin Na, and Jangwoo Kim
    47th ACM/IEEE International Symposium on Computer Architecture (ISCA'20), June. 2020.


11. CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing
    Dongmoon Min, Ilkwon Byun, Gyu-Hyeon Lee, Seongmin Na, and Jangwoo Kim
    Proceedings of the Twenty-Fifth International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS'20), March 2020.


12. Cryogenic computer architecture modeling with memory-side case studies
    *Gyu-Hyeon Lee, *Dongmoon Min, *Ilkwon Byun, and Jangwoo Kim
    Proceedings of the 46th International Symposium on Computer Architecture (ISCA'19), June 2019.

Technical Skills

• Quantum Computing
  • Qubit Hamiltonian simulation (i.e., single-qubit gate, two-qubit gate, and measurement)
  • QC interface’s microarchitecture design and its power/timing/physical-error modeling
  • Quantum error decoder’s microarchitecture design and its power/timing/logical-error modeling
  • Quantum resource estimation (i.e., execution time, power, # of qubits)


• Cryogenic Computing
  • 300K/77K/4K CMOS device’s performance and power modeling
  • 4K/mK SFQ device’s performance and power modeling
  • CPU pipeline / cache / on-chip network / DRAM microarchitecture


• Others
  • Program Languages: C/C++, Python, Verilog, OpenQASM, Tcl, Java, Scala, HTML, CSS, JavaScript, Latex
  • Framework/Softwares: Qiskit, HSpice, Design Compiler, Pandas, Numpy, Qutip, Chisel, CUDA, Gem5, CACTI, Docker, BookSim, JoSIM

Honors and Awards

• Committee member of IEEE IRDS for Cryogenic Electronics and Quantum Information Processing (CEQIP)
  • Design the roadmap for cryogenic, superconductor, and quantum computers.
  • Oct. 2022 - Current


• IEEE MICRO Top Picks 2021 - "A Next Generation Cryogenic Processor Architecture"
  • Selected as one of the best 12 papers published in 2020.
  • June 2021


• Global Ph.D. Fellowship
  • National Research Foundation of Korea (NRF)
  • Mar. 2019 – Feb. 2024

Academic Service

• Extended Review Committee (ERC)
  • 57th IEEE/ACM International Symposium on Microarchitecture (MICRO-57; 2024)

Invited Talks

1. Architecting Large-Scale Quantum Computer Systems Using an End-to-End Quantum Computer Simulator
   • University of Michigan (Ann Arbor), Michigan, USA (Sep 28, 2023)


2. Architecting Large-Scale Quantum Computer Systems Using an End-to-End Quantum Computer Simulator
   • Yonsei University, Incheon, South Korea (Sep 22, 2023)


3. QIsim: Architecting 10+K Qubit QC Interfaces Toward Quantum Supremacy
   • ISCA'23, Orlando, USA (June 17 - June 21, 2023)


4. Full-Stack Simulation Framework for Cryogenic, Superconductor, and Fault-Tolerant Quantum Computing
   • MICRO'22, Workshop and Tutorials, Chicago, USA (October 1 - October 5, 2022), (link)


5. CryoWire: Wire-Driven Microarchitecture Designs for Cryogenic Computing
   • ASPLOS'22, Lausanne, Switzerland (Feb 28 - March 4, 2022)


6. CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing
   • ASPLOS'20, Virtual (March 16 - March 20, 2020)


7. CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing
   • SK Hynix, Icheon, South Korea (Jan 2020)

Open Source

• QIsim
  • The OpenSource scalability analysis tool for quantum-classical interface (QCI)
  • https://github.com/SNU-HPCS/QIsim
• XQsim
  • The OpenSource scalability analysis tool for quantum-control processors (QCP)
  • https://github.com/SNU-HPCS/XQsim
• CryoModel
  • The OpenSource performance modeling tool for computer devices running at 77K and 4K
  • https://github.com/SNU-HPCS/CryoModel

Teaching Experience

• Teaching Assistant
  • SNU, ECE201: Digital Logic Design and Lab (Fall 2018, Fall 2019)
  • SNU, ECE322: Computer Organization (Spring 2019, Spring 2020)