Junhyeok Jang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Massive Datasets

Parallel Processing

Nearest Neighbor

Top Venues

USENIX Annual Technical Conference

Publications

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) (2024)
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)
Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets. IPDPS (2023)
Junhyeok Jang
COMPSYS 2023 Invited Speaker Efficient Resilience Training of Large-Scale Recommendation Models using CXL Persistent Memory Pooling. IPDPS Workshops (2023)
Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung
GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets. CoRR (2023)
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 Annual Technical Conference (2023)
Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung
Failure Tolerant Training with Persistent Memory Disaggregation over CXL. CoRR (2023)
Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung
Failure Tolerant Training With Persistent Memory Disaggregation Over CXL. IEEE Micro 43 (2) (2023)
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) (2022)
Junhyeok Jang, Donghyun Gouk, Jinwoo Shin, Myoungsoo Jung
Platform-Agnostic Lightweight Deep Learning for Garbage Collection Scheduling in SSDs. HotStorage (2020)
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)
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 (2019)