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junttang.github.io

Hello, world

Junhyeok Park

My goal is to build awesome systems and software that make life easier for everyone!

Interests

2026

Interests

Memory

Architecting next-generation memory solutions to meet new demands in AI era

Storage

Designing advanced storage systems for large-scale data center workloads

Database

Developing emerging database systems and long-term memory solutions

Accelerator

Exploring heterogeneous computing across modern xPU architectures

2026

CV

Junhyeok (Jace) Park

  • Work Experience

    § Software Engineer @ Memory Systems Research (MSR), SK hynix (2026.01-present)
    § Research Assistant @ Data-Intensive AI Computing & Systems (DISCOS) Laboratory, Sogang University (2023.01-2025.12)
  • Education

    § M.S. in Computer Science and Engineering, Sogang University (2026.02)   →   Advisor: Prof. Youngjae Kim
    § B.S. in Computer Science and Engineering, Sogang University (2024.02)   →   CGPA: 4.15/4.50 (Magna Cum Laude, 5th out of 69)
  • Publication

    § OASIS: Object-based Analytics Storage for Multi-layer SQL Offloading in Scientific Tabular Workloads (S.Hwang, J.Park, J.Ryu, S.Ahn, J.Park, J.Lee, J.Yang, S.Yang, J.Noh, Q.Zheng, W.Chung, H.Kim, Y.Kim) [In SC '26: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (ACM/IEEE SC), Chicago, IL, USA, November 15-20, 2026] (pdf) (talk) (arxiv)
    § Integrating Distributed SQL Query Engines with Object-Based Computational Storage (J.Ryu, S.Hwang, J.Park, S.Ahn, J.Park, J.Lee, J.Yang, S.Yang, J.Noh, Q.Zheng, W.Chung, H.Kim, Y.Kim) [In Proceedings of the 11th International Workshop on Data Analysis and Reduction for Big Scientific Data (DRBSD), St. Louis, MO, USA, November 17, 2025] (pdf) (talk)
    § OpenCXD: An Open Real-Device-Guided Hybrid Evaluation Framework for CXL-SSDs (H.Chung*, J.Park*, T.Noh, S.Ahn, K.Kim, M.Zhao, Y.Kim) [In Proceedings of the 33rd International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), Paris, France, October 21-23, 2025] (pdf) (talk) (arxiv)StorageNewsletter R&D Highlight
    § ByteExpress: A High-Performance and Traffic-Efficient Inline Transfer of Small Payloads over NVMe (J.Park, J.Lee, Y.Kim) [In Proceedings of the 17th ACM Workshop on Hot Topics in Storage and File Systems (ACM HotStorage), Boston, MA, USA, July 10-11, 2025] (pdf) (talk)Best Paper Award Winner
    § KVAccel: A Novel Write Accelerator for LSM-Tree-Based KV Stores with Host-SSD Collaboration (K.Kim*, H.Chung*, S.Ahn*, J.Park, S.Jamil, H.Byun, M.Lee, J.Choi, Y.Kim) [In Proceedings of the 39th IEEE International Parallel and Distributed Processing Symposium (IEEE IPDPS), Milan, Italy, June 3-7, 2025] (pdf) (talk) (arxiv)
    § Maximizing Interconnect Bandwidth and Efficiency in NVMe-Based Key-Value SSDs With Fine-Grained Value Transfer (J.Park, C.-G.Lee, S.Hwang, S.-J.Cha, W.Chung, Y.Kim) [IEEE Micro Special Issue on Cache Coherent Interconnects and Resource Disaggregation Techniques (IEEE Micro), Volume 45, Issue 6, May 23, 2025] (pdf)
    § Improving SQL Query Execution of Distributed Query Engines on Object-Based Computational Storage through Multi-Layered Offloading (S.Hwang, J.Park, J.Ryu, J.Park, J.Lee, J.Noh, S.Yang, W.Chung, Y.Kim) [Presented at the 9th International Parallel Data Systems Workshop (PDSW) Work-In-Progress (WiP), Atlanta, GA, USA, November 17, 2024] (pdf) (talk)
    § BandSlim: A Novel Bandwidth and Space-Efficient KV-SSD with an Escape-from-Block Approach (J.Park, C.-G.Lee, S.Hwang, S.Yang, J.Noh, W.Chung, J.Lee, Y.Kim) [In Proceedings of the 53rd International Conference on Parallel Processing (ICPP), Gotland, Sweden, August 12-15, 2024] (pdf) (talk) (nvramos24) (kiise24)
    § OctoFAS: A Two-Level Fair Scheduler that Increases Fairness in Network-Based Key-Value Storage (Y.Park, J.Park, J.Park, A.Khan, K.Kim, S.-S.Park, Y.Kim) [MDPI Electronics Special Issue on Distributed Computing and Storage Challenges for Emerging Applications (MDPI Electronics), Volume 13, Issue 3, February 1, 2024] (pdf)
    § OctoKV: An Agile Network-based Key-Value Storage System with Robust Load Orchestration (Y.Park, J.Park, A.Khan, J.Park, C.-G.Lee, W.Chung, Y.Kim) [In Proceedings of the 31st International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), Stony Brook, NY, USA, October 16-18, 2023] (pdf) (talk)

    * equal contribution; blue: distinguished venues; purple: distinguished venues with an IF ≥ 3 (for conferences, those classified as S-tier by KIISE); red: special recognitions.

  • R&D Project

    § Sogang University & SK hynix & Los Alamos National Laboratory. Object-based Computational Storage System for Accelerating Scientific Data Analytics (2024.01-2025.12) (sc23) (fms24) (sc24) (ces25) (fms25) (apachecon25) (sc25) (ces26)
    My Role. Designed and implemented an in-storage SQL query processing framework for a computational object storage system, enabling both horizontal and vertical distributed execution across a network gateway and multiple storage arrays, each equipped with multiple CSDs.
    § Sogang University (Capstone Design). TravelPT: OpenAI ChatGPT-based Seoul Travel Guide Web Application (2023.03-2023.06) (poster)Grand Prize Winner
    My Role. Designed and implemented an early-stage Retrieval-Augmented Generation (RAG) pipeline to improve LLM accuracy through on-demand retrieval of external data at runtime.
  • Honor & Award

    § Received the Pure Storage Best Paper Award at ACM HotStorage 2025 Workshop (2025.07)
    § Received a Graduate Scholarship from Memory Systems Research (MSR), SK hynix (2024.06)
    § Awarded the Albatross Fellowship upon admission to Sogang University Graduate School (2024.01)
    § Received the Grand Prize at the 2023-1 Sogang Convergence Technology Competition (2023.06)
  • OSS Contribution

    § MemMachine (+3.3K): Long-Term Memory for AI Agents. Improved retrieval accuracy, LLM token efficiency, and the robustness of episodic and semantic memory, with added ultra-long-context benchmark evaluation. +7.0K lines (PR:||, Issue:|||||)
  • Teaching & Invited Talk

    § Designed and developed new coursework for Embedded Systems Software (CSE4116) at Sogang University, covering the kernel I/O stack, SSD architecture, NVMe protocol, PCIe interconnect, and SSD firmware development on a Xilinx FPGA-based Cosmos+ OpenSSD board (2025.03-2025.12)
    § Optimizing NVMe-Based Key-Value Interfaces and Leveraging KVSSDs: A Comprehensive Study (Special Seminar at Soongsil University, presented by Prof. Youngjae Kim, 2025.04) (pdf)
    § State of the Key-Value Computational Solid State Drive (Special Lecture for Advanced Database Systems (CSE6401), Sogang University Graduate School, 2024.04) (pdf)
    § TA Experience (Sogang University): Embedded Systems Software (CSE4116-01, Fall 2025), Computer Science and Engineering Laboratory II (CSE3016-01, Spring 2025), Operating Systems (CSE4070-01, Fall 2024), Database Systems (CSE4110-02, Spring 2024)
  • Language

    § Korean: fluent (native)
    § English: advanced

2026

I also love traveling!

Vinyl Cover

"The End" - The Beatles

From the album Abbey Road (1969)

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