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2020 – today
- 2024
[j3]Junhyeok Jang
, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung:
Bridging Software-Hardware for CXL Memory Disaggregation in Billion-Scale Nearest Neighbor Search. ACM Trans. Storage 20(2): 10:1-10:30 (2024)- [c6]Donghyun Gouk, Seungkwan Kang, Hanyeoreum Bae, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Myoungsoo Jung:
Breaking Barriers: Expanding GPU Memory with Sub-Two Digit Nanosecond Latency CXL Controller. HotStorage 2024 - 2023
- [j2]Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung:
Failure Tolerant Training With Persistent Memory Disaggregation Over CXL. IEEE Micro 43(2): 66-75 (2023) - [c5]Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung:
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets. IPDPS 2023: 2-12 - [c4]Junhyeok Jang:
COMPSYS 2023 Invited Speaker Efficient Resilience Training of Large-Scale Recommendation Models using CXL Persistent Memory Pooling. IPDPS Workshops 2023: 944 - [c3]Junhyeok Jang, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung:
CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation for Billion-Scale Approximate Nearest Neighbor Search. USENIX ATC 2023: 585-600 - [i3]Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung:
Failure Tolerant Training with Persistent Memory Disaggregation over CXL. CoRR abs/2301.07492 (2023) - [i2]Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung:
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets. CoRR abs/2305.17469 (2023) - 2022
- [j1]Donghyun Gouk, Seungkwan Kang, Miryeong Kwon, Junhyeok Jang, Hyunkyu Choi, Sangwon Lee, Myoungsoo Jung:
PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks. IEEE Comput. Archit. Lett. 21(2): 117-120 (2022) - 2020
- [c2]Junhyeok Jang, Donghyun Gouk, Jinwoo Shin, Myoungsoo Jung:
Platform-Agnostic Lightweight Deep Learning for Garbage Collection Scheduling in SSDs. HotStorage 2020
2010 – 2019
- 2019
- [c1]Sungjoon Koh, Junhyeok Jang, Changrim Lee, Miryeong Kwon, Jie Zhang, Myoungsoo Jung:
Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs. IISWC 2019: 216-227 - [i1]Sungjoon Koh, Junhyeok Jang, Changrim Lee, Miryeong Kwon, Jie Zhang, Myoungsoo Jung:
Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs. CoRR abs/1912.06998 (2019)
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