Shiru Ren

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 7

Top Topics

Top Venues

IEEE Trans. Computers

Proc. ACM Manag. Data

USENIX Annual Technical Conference

Publications

Hanyu Zhao, Zhi Yang, Yu Cheng, Chao Tian, Shiru Ren, Wencong Xiao, Man Yuan, Langshi Chen, Kaibo Liu, Yang Zhang, Yong Li, Wei Lin
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. Proc. ACM Manag. Data 1 (2) (2023)
Mingzhen Li, Wencong Xiao, Hailong Yang, Biao Sun, Hanyu Zhao, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Wei Lin, Depei Qian
EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs. SC (2023)
Mingzhen Li, Wencong Xiao, Biao Sun, Hanyu Zhao, Hailong Yang, Shiru Ren, Zhongzhi Luan, Xianyan Jia, Yi Liu, Yong Li, Depei Qian, Wei Lin
EasyScale: Accuracy-consistent Elastic Training for Deep Learning. CoRR (2022)
Wencong Xiao, Shiru Ren, Yong Li, Yang Zhang, Pengyang Hou, Zhi Li, Yihui Feng, Wei Lin, Yangqing Jia
AntMan: Dynamic Scaling on GPU Clusters for Deep Learning. OSDI (2020)
Shiru Ren, Yunqi Zhang, Lichen Pan, Zhen Xiao
Phantasy: Low-Latency Virtualization-Based Fault Tolerance via Asynchronous Prefetching. IEEE Trans. Computers 68 (2) (2019)
Shiru Ren, Le Tan, Chunqi Li, Zhen Xiao, Weijia Song
Leveraging Hardware-Assisted Virtualization for Deterministic Replay on Commodity Multi-Core Processors. IEEE Trans. Computers 67 (1) (2018)
Shiru Ren, Le Tan, Chunqi Li, Zhen Xiao, Weijia Song
Samsara: Efficient Deterministic Replay in Multiprocessor Environments with Hardware Virtualization Extensions. USENIX Annual Technical Conference (2016)
Shiru Ren, Chunqi Li, Le Tan, Zhen Xiao
Samsara: Efficient Deterministic Replay with Hardware Virtualization Extensions. APSys (2015)