Shiru Ren

AntMan: Dynamic Scaling on GPU Clusters for Deep Learning.

Wencong Xiao, Shiru Ren, Yong Li et al. · Operating Systems Design and Implementation · 2020 · 34 citations

Cluster Computing, Gpu Architecture, Engineering +6

Samsara: efficient deterministic replay in multiprocessor environments with hardware virtualization extensions

Shiru Ren, Le Thanh Tan, Chunqi Li et al. · USENIX Annual Technical Conference · 2016 · 14 citations

Emulation Technique, Engineering, Computer Architecture +21

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

Mingzhen Li, Wencong Xiao, Hailong Yang et al. · 2023 · 13 citations

Samsara

Shiru Ren, Chunqi Li, Le Thanh Tan et al. · 2015 · 11 citations

Hardware Security, Previous Software-only Schemes, Engineering +14

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

Hanyu Zhao, Zhi Yang, Yu Cheng et al. · Proceedings of the ACM on Management of Data · 2023 · 11 citations