Siling Yang

According to our database, Siling Yang authored at least 7 papers between 2020 and 2024.

Collaborative distances:

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

2024

Frenzy: A Memory-Aware Serverless LLM Training System for Heterogeneous GPU Clusters.

Zihan Chang, Sheng Xiao, Shuibing He, Siling Yang, Zhe Pan, Dong Li

CoRR, 2024

AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference.

Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen

Proceedings of the 53rd International Conference on Parallel Processing, 2024

2023

APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators.

Siling Yang, Shuibing He, Hexiao Duan, Weijian Chen, Xuechen Zhang, Tong Wu, Yanlong Yin

IEEE Trans. Parallel Distributed Syst., September, 2023

HOME: A Holistic GPU Memory Management Framework for Deep Learning.

Shuibing He, Ping Chen, Shuaiben Chen, Zheng Li, Siling Yang, Weijian Chen, Lidan Shou

IEEE Trans. Computers, March, 2023

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training.

Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2021

AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator.

Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

2020

Application and Storage-Aware Data Placement and Job Scheduling for Hadoop Clusters.

Tao Li, Shuibing He, Ping Chen, Siling Yang, Yanlong Yin, Cheng Xu

J. Circuits Syst. Comput., 2020