Shiru Ren

According to our database, Shiru Ren authored at least 8 papers between 2015 and 2023.

Collaborative distances:

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

2023

GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning.

Hanyu Zhao, Zhi Yang, Yu Cheng, Chao Tian, Shiru Ren, Wencong Xiao, Man Yuan, Langshi Chen, Kaibo Liu, Yang Zhang, Yong Li, Wei Lin

Proc. ACM Manag. Data, 2023

EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs.

Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian

Proceedings of the International Conference for High Performance Computing, 2023

2022

EasyScale: Accuracy-consistent Elastic Training for Deep Learning.

Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin

CoRR, 2022

2020

AntMan: Dynamic Scaling on GPU Clusters for Deep Learning.

Wencong Xiao, Shiru Ren, Yong Li, Yang Zhang, Pengyang Hou, Zhi Li, Yihui Feng, Wei Lin, Yangqing Jia

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

2019

Phantasy: Low-Latency Virtualization-Based Fault Tolerance via Asynchronous Prefetching.

Shiru Ren, Yunqi Zhang, Lichen Pan, Zhen Xiao

IEEE Trans. Computers, 2019

2018

Leveraging Hardware-Assisted Virtualization for Deterministic Replay on Commodity Multi-Core Processors.

Shiru Ren, Le Tan, Chunqi Li, Zhen Xiao, Weijia Song

IEEE Trans. Computers, 2018

2016

Samsara: Efficient Deterministic Replay in Multiprocessor Environments with Hardware Virtualization Extensions.

Shiru Ren, Le Tan, Chunqi Li, Zhen Xiao, Weijia Song

Proceedings of the 2016 USENIX Annual Technical Conference, 2016

2015

Samsara: Efficient Deterministic Replay with Hardware Virtualization Extensions.

Shiru Ren, Chunqi Li, Le Tan, Zhen Xiao

Proceedings of the 6th Asia-Pacific Workshop on Systems, 2015