Ilkwon Byun

   Research Assistant Professor
   Faculty of Information Science and Electrical Engineering
   Kyushu University
   
   Lab: Cyber-Physical Computing (CPC) Laboratory
   Email: ilkwon.byun@cpc.ait.kyushu-u.ac.jp
   Office: Room 755, West building #2

   [Google Scholar] [dblp]

Biography

I am currently a research assistant professor in the Faculty of Information Science and Electrical Engineering at Kyushu University.

Before joining Kyushu University, I earned my PhD and BSc in Electrical and Computer Engineering from Seoul National University under the supervision of Prof. Jangwoo Kim.


Research Interests


Academic Service

Program Committee Organizing Committee

Honors and Awards


Publications

  1. SuperCore: An Ultra-Fast Superconducting Processor for Cryogenic Applications
    *Junhyuk Choi, *Ilkwon Byun, Juwon Hong, Dongmoon Min, Junpyo Kim, Jungmin Cho, Hyeonseong Jeong, Masamitsu Tanaka, Koji Inoue, and Jangwoo Kim
    IEEE/ACM International Symposium on Microarchitecture (MICRO), November 2024. *co-first authors.

  2. CoolDC: A Cost-Effective Immersion-Cooled Datacenters with Workload-Aware Temperature Scaling
    Dongmoon Min, Ilkwon Byun, Gyuhyeon Lee, and Jangwoo Kim
    ACM Transactions on Architecture and Code Optimization (TACO), May 2024.

  3. 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
    ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), April 2024.

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

  5. 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
    IEEE/ACM International Symposium on Computer Architecture (ISCA), June 2023.

  6. XQsim: Modeling Cross-technology Control Processors for 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
    IEEE/ACM International Symposium on Computer Architecture (ISCA), June 2022.

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

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

  9. Superconductor Computing for Neural Networks
    *Koki Ishida, *Ilkwon Byun, Ikki Nagaoka, Kosuke Fukumitsu, Masamitsu Tanaka, Satoshi Kawakami, Teruo Tanimoto, Takatsugu Ono, Jangwoo Kim, and Koji Inoue
    IEEE Micro Special Issue: Top Picks from Computer Architecture Conferences (IEEE MICRO Top Picks), May/June 2021. *co-first authors.

  10. A Next-Generation Cryogenic Processor Architecture
    *Ilkwon Byun, *Dongmoon Min, Gyuhyeon Lee, Seongmin Na, and Jangwoo Kim
    IEEE Micro Special Issue: Top Picks from Computer Architecture Conferences (IEEE MICRO Top Picks), May/June 2021.*co-first authors.

  11. SuperNPU: An Extremely Fast Neural Processing Unit Using Superconducting Logic Devices
    *Koki Ishida, *Ilkwon Byun, Ikki Nagaoka, Kosuke Fukumitsu, Masamitsu Tanaka, Satoshi Kawakami, Teruo Tanimoto, Takatsugu Ono, Jangwoo Kim, and Koji Inoue
    IEEE/ACM International Symposium on Microarchitecture (MICRO), October 2020. *co-first authors.

  12. CryoCore: A Fast and Dense Processor Architecture for Cryogenic Computing
    *Ilkwon Byun, *Dongmoon Min, Gyuhyeon Lee, Seongmin Na, and Jangwoo Kim
    IEEE/ACM International Symposium on Computer Architecture (ISCA), June 2020. *co-first authors.

  13. CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing
    Dongmoon Min, Ilkwon Byun, Gyuhyeon Lee, Seongmin Na, and Jangwoo Kim
    ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS), March 2020.

  14. Cryogenic Computer Architecture Modeling with Memory-Side Case Studies
    *Gyu-Hyeon Lee, *Dongmoon Min, *Ilkwon Byun, and Jangwoo Kim
    IEEE/ACM International Symposium on Computer Architecture (ISCA), June 2019. *co-first authors.

Invited Talks

  1. Scalable Control System Architecture for Large-scale Superconducting Quantum Computers

  2. Scalable Control System Architecture for Million qubit Superconducting Quantum Computers

  3. XQsim & QIsim: Architectural Exploration Framework for Scalable Quantum Control System Design

  4. Superconductor Computer Architecture: from Classical to Quantum

  5. Architecting Large-Scale Quantum Computer Systems using an End-to-End Quantum Computer Simulator

  6. Full-Stack Simulation Framework for Cryogenic, Superconductor, and Fault-Tolerant Quantum Computing

  7. Toward Next-Generation Computer Systems: Cryogenic, Superconductor, and Quantum Computer Architecture

  8. XQsim: Modeling Cross-technology Control Processors for 10+K Qubit Quantum Computers

  9. CryoCore: A Fast and Dense Processor Architecture for Cryogenic Computing