Jiangsu Du

According to our database, Jiangsu Du authored at least 19 papers between 2019 and 2024.

Collaborative distances:

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

2024

Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference.

Jiangsu Du, Jinhui Wei, Jiazhi Jiang, Shenggan Cheng, Dan Huang, Zhiguang Chen, Yutong Lu

Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming, 2024

2023

Improving Computation and Memory Efficiency for Real-world Transformer Inference on GPUs.

Jiangsu Du, Jiazhi Jiang, Jiang Zheng, Hongbin Zhang, Dan Huang, Yutong Lu

ACM Trans. Archit. Code Optim., December, 2023

Hierarchical Model Parallelism for Optimizing Inference on Many-core Processor via Decoupled 3D-CNN Structure.

Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Lin Chen, Ziguan Chen, Yutong Lu

ACM Trans. Archit. Code Optim., September, 2023

Optimizing massively parallel sparse matrix computing on ARM many-core processor.

Jiang Zheng, Jiazhi Jiang, Jiangsu Du, Dan Huang, Yutong Lu

Parallel Comput., September, 2023

Full-Stack Optimizing Transformer Inference on ARM Many-Core CPU.

Jiazhi Jiang, Jiangsu Du, Dan Huang, Zhiguang Chen, Yutong Lu, Xiangke Liao

IEEE Trans. Parallel Distributed Syst., July, 2023

ATP: Adaptive Tensor Parallelism for Foundation Models.

Shenggan Cheng, Ziming Liu, Jiangsu Du, Yang You

CoRR, 2023

MixRec: Orchestrating Concurrent Recommendation Model Training on CPU-GPU platform.

Jiazhi Jiang, Rui Tian, Jiangsu Du, Dan Huang, Yutong Lu

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

Accelerating Inference of 3D-CNN on ARMMany-core CPU via Hierarchical Model Partition.

Jiazhi Jiang, Zijiang Huang, Dan Huang, Jiangsu Du, Yutong Lu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Enhancing Multi-physics Coupling on ARM Many-Core Cluster.

Wencheng Shi, Nan Hu, Jiangsu Du, Dan Huang, Yutong Lu

Proceedings of the Advanced Parallel Processing Technologies, 2023

2022

Optimizing small channel 3D convolution on GPU with tensor core.

Jiazhi Jiang, Dan Huang, Jiangsu Du, Yutong Lu, Xiangke Liao

Parallel Comput., 2022

Enhancing Distributed In-Situ CNN Inference in the Internet of Things.

Jiangsu Du, Yunfei Du, Dan Huang, Yutong Lu, Xiangke Liao

IEEE Internet Things J., 2022

SAIH: A Scalable Evaluation Methodology for Understanding AI Performance Trend on HPC Systems.

Jiangsu Du, Dongsheng Li, Yingpeng Wen, Jiazhi Jiang, Dan Huang, Xiangke Liao, Yutong Lu

CoRR, 2022

EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models.

Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You

CoRR, 2022

Handling heavy-tailed input of transformer inference on GPUs.

Jiangsu Du, Jiazhi Jiang, Yang You, Dan Huang, Yutong Lu

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Characterizing and Optimizing Transformer Inference on ARM Many-core Processor.

Jiazhi Jiang, Jiangsu Du, Dan Huang, Dongsheng Li, Jiang Zheng, Yutong Lu

Proceedings of the 51st International Conference on Parallel Processing, 2022

2021

Model Parallelism Optimization for Distributed Inference Via Decoupled CNN Structure.

Jiangsu Du, Xin Zhu, Minghua Shen, Yunfei Du, Yutong Lu, Nong Xiao, Xiangke Liao

IEEE Trans. Parallel Distributed Syst., 2021

2020

A Distributed In-Situ CNN Inference System for IoT Applications.

Jiangsu Du, Minghua Shen, Yunfei Du

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

2019

Understanding the Resource Demand Differences of Deep Neural Network Training.

Jiangsu Du, Xin Zhu, Nan Hu, Yunfei Du

Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

P-SOBI: A Parallel Implementation for Second Order Blind Identification Algorithm.

Hongbo Li, Jiangsu Du, Yunfei Du, Zhiguang Chen, Nong Xiao

Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019