| AntMan: Dynamic Scaling on GPU Clusters for Deep Learning W Xiao, S Ren, Y Li, Y Zhang, P Hou, Z Li, Y Feng, W Lin, Y Jia 14th {USENIX} Symposium on Operating Systems Design and Implementation …, 2020 | 213 | 2020 |
| Samsara: Efficient Deterministic Replay in Multiprocessor Environments with Hardware Virtualization Extensions S Ren, C Li, L Tan, Z Xiao Proceedings of the 2016 USENIX Annual Technical Conference (USENIX ATC 16), 1-7, 2016 | 35* | 2016 |
| Goldminer: Elastic scaling of training data pre-processing pipelines for deep learning H Zhao, Z Yang, Y Cheng, C Tian, S Ren, W Xiao, M Yuan, L Chen, K Liu, ... Proceedings of the ACM on Management of Data 1 (2), 1-25, 2023 | 16 | 2023 |
| EasyScale: Elastic Training with Consistent Accuracy and Improved Utilization on GPUs M Li, W Xiao, H Yang, B Sun, H Zhao, S Ren, Z Luan, X Jia, Y Liu, Y Li, ... Proceedings of the International Conference for High Performance Computing …, 2023 | 9 | 2023 |
| Phantasy: Low-latency virtualization-based fault tolerance via asynchronous prefetching S Ren, Y Zhang, L Pan, Z Xiao IEEE Transactions on Computers 68 (2), 225-238, 2018 | 9 | 2018 |
| Easyscale: Accuracy-consistent elastic training for deep learning M Li, W Xiao, B Sun, H Zhao, H Yang, S Ren, Z Luan, X Jia, Y Liu, Y Li, ... arXiv preprint arXiv:2208.14228, 2022 | 8 | 2022 |
| Leveraging hardware-assisted virtualization for deterministic replay on commodity multi-core processors S Ren, L Tan, C Li, Z Xiao, W Song IEEE Transactions on Computers 67 (1), 45-58, 2017 | 7 | 2017 |
| PRmalloc: Leveraging Predictability for Deep Learning Memory Allocation W Xiao, S Ren, T Liu, Y Li | | 2019 |
| Samsara S Ren, C Li, ZX Le Tan Proceedings of the 6th Asia-Pacific Workshop on Systems, 2015 | | 2015 |
| Samsara: Efficient deterministic replay with hardware virtualization extensions S Ren, C Li, L Tan, Z Xiao Proceedings of the 6th Asia-Pacific workshop on systems, 1-7, 2015 | | 2015 |
Wencong XiaoAlibaba GroupAdresse e-mail validée de alibaba-inc.com