Jiangsu Du

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Bayesian Inference

Parallel Implementation

Hierarchical Models

Top Venues

IEEE Trans. Parallel Distributed Syst.

Publications

Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. INFOCOM (2024)
Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference. CoRR (2024)
Jiangsu Du, Dong-Sheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems. J. Comput. Sci. Technol. 39 (2) (2024)
Yuanxin Wei, Shengyuan Ye, Jiazhi Jiang, Xu Chen, Dan Huang, Jiangsu Du, Yutong Lu
Communication-Efficient Model Parallelism for Distributed In-Situ Transformer Inference. DATE (2024)
Jiangsu Du, Jinhui Wei, Jiazhi Jiang, Shenggan Cheng, Dan Huang, Zhiguang Chen, Yutong Lu
Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference. PPoPP (2024)
Jiazhi Jiang, Jiangsu Du, Dan Huang, Zhiguang Chen, Yutong Lu, Xiangke Liao
Full-Stack Optimizing Transformer Inference on ARM Many-Core CPU. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Lin Chen, Ziguan Chen, Yutong Lu
Hierarchical Model Parallelism for Optimizing Inference on Many-core Processor via Decoupled 3D-CNN Structure. ACM Trans. Archit. Code Optim. 20 (3) (2023)
Jiangsu Du, Jiazhi Jiang, Jiang Zheng, Hongbin Zhang, Dan Huang, Yutong Lu
Improving Computation and Memory Efficiency for Real-world Transformer Inference on GPUs. ACM Trans. Archit. Code Optim. 20 (4) (2023)
Jiazhi Jiang, Rui Tian, Jiangsu Du, Dan Huang, Yutong Lu
MixRec: Orchestrating Concurrent Recommendation Model Training on CPU-GPU platform. ICCD (2023)
Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Yutong Lu
Accelerating Inference of 3D-CNN on ARMMany-core CPU via Hierarchical Model Partition. DATE (2023)
Jiang Zheng, Jiazhi Jiang, Jiangsu Du, Dan Huang, Yutong Lu
Optimizing massively parallel sparse matrix computing on ARM many-core processor. Parallel Comput. 117 (2023)
Shenggan Cheng, Ziming Liu, Jiangsu Du, Yang You
ATP: Adaptive Tensor Parallelism for Foundation Models. CoRR (2023)
Wencheng Shi, Nan Hu, Jiangsu Du, Dan Huang, Yutong Lu
Enhancing Multi-physics Coupling on ARM Many-Core Cluster. APPT (2023)
Jiangsu Du, Yunfei Du, Dan Huang, Yutong Lu, Xiangke Liao
Enhancing Distributed In-Situ CNN Inference in the Internet of Things. IEEE Internet Things J. 9 (17) (2022)
Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models. CoRR (2022)
Jiazhi Jiang, Dan Huang, Jiangsu Du, Yutong Lu, Xiangke Liao
Optimizing small channel 3D convolution on GPU with tensor core. Parallel Comput. 113 (2022)
Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu
Characterizing and Optimizing Transformer Inference on ARM Many-core Processor. ICPP (2022)
Jiangsu Du, Dongsheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu
SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems. CoRR (2022)
Jiangsu Du, Jiazhi Jiang, Yang You, Dan Huang, Yutong Lu
Handling heavy-tailed input of transformer inference on GPUs. ICS (2022)
Jiangsu Du, Xin Zhu, Minghua Shen, Yunfei Du, Yutong Lu, Nong Xiao, Xiangke Liao
Model Parallelism Optimization for Distributed Inference Via Decoupled CNN Structure. IEEE Trans. Parallel Distributed Syst. 32 (7) (2021)
Jiangsu Du, Minghua Shen, Yunfei Du
A Distributed In-Situ CNN Inference System for IoT Applications. ICCD (2020)
Jiangsu Du, Xin Zhu, Nan Hu, Yunfei Du
Understanding the Resource Demand Differences of Deep Neural Network Training. ICA3PP (2) (2019)
Hongbo Li, Jiangsu Du, Yunfei Du, Zhiguang Chen, Nong Xiao
P-SOBI: A Parallel Implementation for Second Order Blind Identification Algorithm. HPCC/SmartCity/DSS (2019)