Junhyeok Jang

According to our database, Junhyeok Jang authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Bridging Software-Hardware for CXL Memory Disaggregation in Billion-Scale Nearest Neighbor Search.

Junhyeok Jang, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung

ACM Trans. Storage, May, 2024

Breaking Barriers: Expanding GPU Memory with Sub-Two Digit Nanosecond Latency CXL Controller.

Donghyun Gouk, Seungkwan Kang, Hanyeoreum Bae, Eojin Ryu, Sangwon Lee, Dongpyung Kim, Junhyeok Jang, Myoungsoo Jung

Proceedings of the 16th ACM Workshop on Hot Topics in Storage and File Systems, 2024

2023

Failure Tolerant Training With Persistent Memory Disaggregation Over CXL.

Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung

IEEE Micro, 2023

CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation for Billion-Scale Approximate Nearest Neighbor Search.

Junhyeok Jang, Hanjin Choi, Hanyeoreum Bae, Seungjun Lee, Miryeong Kwon, Myoungsoo Jung

Proceedings of the 2023 USENIX Annual Technical Conference, 2023

GraphTensor: Comprehensive GNN-Acceleration Framework for Efficient Parallel Processing of Massive Datasets.

Junhyeok Jang, Miryeong Kwon, Donghyun Gouk, Hanyeoreum Bae, Myoungsoo Jung

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

COMPSYS 2023 Invited Speaker Efficient Resilience Training of Large-Scale Recommendation Models using CXL Persistent Memory Pooling.

Junhyeok Jang

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

2022

PreGNN: Hardware Acceleration to Take Preprocessing Off the Critical Path in Graph Neural Networks.

Donghyun Gouk, Seungkwan Kang, Miryeong Kwon, Junhyeok Jang, Hyunkyu Choi, Sangwon Lee, Myoungsoo Jung

IEEE Comput. Archit. Lett., 2022

2020

Platform-Agnostic Lightweight Deep Learning for Garbage Collection Scheduling in SSDs.

Junhyeok Jang, Donghyun Gouk, Jinwoo Shin, Myoungsoo Jung

Proceedings of the 12th USENIX Workshop on Hot Topics in Storage and File Systems, 2020

2019

Faster than Flash: An In-Depth Study of System Challenges for Emerging Ultra-Low Latency SSDs.

Sungjoon Koh, Junhyeok Jang, Changrim Lee, Miryeong Kwon, Jie Zhang, Myoungsoo Jung

Proceedings of the IEEE International Symposium on Workload Characterization, 2019