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Shiru Ren
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2020 – today
- 2023
- [j3]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): 193:1-193:25 (2023) - [c4]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: 55:1-55:14 - 2022
- [i1]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 abs/2208.14228 (2022) - 2020
- [c3]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: 533-548
2010 – 2019
- 2019
- [j2]Shiru Ren
, Yunqi Zhang, Lichen Pan
, Zhen Xiao:
Phantasy: Low-Latency Virtualization-Based Fault Tolerance via Asynchronous Prefetching. IEEE Trans. Computers 68(2): 225-238 (2019) - 2018
- [j1]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): 45-58 (2018) - 2016
- [c2]Shiru Ren, Le Tan, Chunqi Li, Zhen Xiao, Weijia Song:
Samsara: Efficient Deterministic Replay in Multiprocessor Environments with Hardware Virtualization Extensions. USENIX ATC 2016: 551-564 - 2015
- [c1]Shiru Ren, Chunqi Li, Le Tan, Zhen Xiao:
Samsara: Efficient Deterministic Replay with Hardware Virtualization Extensions. APSys 2015: 9:1-9:7
Coauthor Index
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