| Apollo: Scalable and coordinated scheduling for {Cloud-Scale} computing E Boutin, J Ekanayake, W Lin, B Shi, J Zhou, Z Qian, M Wu, L Zhou 11th USENIX symposium on operating systems design and implementation (OSDI …, 2014 | 516 | 2014 |
| Aligraph: A comprehensive graph neural network platform R Zhu, K Zhao, H Yang, W Lin, C Zhou, B Ai, Y Li, J Zhou arXiv preprint arXiv:1902.08730, 2019 | 347 | 2019 |
| {MLaaS} in the wild: Workload analysis and scheduling in {Large-Scale} heterogeneous {GPU} clusters Q Weng, W Xiao, Y Yu, W Wang, C Wang, J He, Y Li, L Zhang, W Lin, ... 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2022 | 302 | 2022 |
| DAPPLE: A pipelined data parallel approach for training large models S Fan, Y Rong, C Meng, Z Cao, S Wang, Z Zheng, C Wu, G Long, J Yang, ... Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of …, 2021 | 235 | 2021 |
| {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 (OSDI …, 2020 | 213 | 2020 |
| Comet: batched stream processing for data intensive distributed computing B He, M Yang, Z Guo, R Chen, B Su, W Lin, L Zhou Proceedings of the 1st ACM symposium on Cloud computing, 63-74, 2010 | 189 | 2010 |
| An efficient hardware accelerator for sparse convolutional neural networks on FPGAs L Lu, J Xie, R Huang, J Zhang, W Lin, Y Liang 2019 IEEE 27th Annual International Symposium on Field-Programmable Custom …, 2019 | 174 | 2019 |
| M6: A chinese multimodal pretrainer J Lin, R Men, A Yang, C Zhou, M Ding, Y Zhang, P Wang, A Wang, ... arXiv preprint arXiv:2103.00823, 2021 | 145 | 2021 |
| Aligraph: A comprehensive graph neural network platform H Yang Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 141 | 2019 |
| Inceptext: A new inception-text module with deformable psroi pooling for multi-oriented scene text detection Q Yang, M Cheng, W Zhou, Y Chen, M Qiu, W Lin, W Chu arXiv preprint arXiv:1805.01167, 2018 | 139 | 2018 |
| WiDS checker: Combating bugs in distributed systems X Liu, W Lin, A Pan, Z Zhang | 126 | 2007 |
| Adabert: Task-adaptive bert compression with differentiable neural architecture search D Chen, Y Li, M Qiu, Z Wang, B Li, B Ding, H Deng, J Huang, W Lin, ... arXiv preprint arXiv:2001.04246, 2020 | 119 | 2020 |
| {StreamScope}: Continuous Reliable Distributed Processing of Big Data Streams W Lin, Z Qian, J Xu, S Yang, J Zhou, L Zhou 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2016 | 118 | 2016 |
| Optimizing Data Shuffling in {Data-Parallel} Computation by Understanding {User-Defined} Functions J Zhang, H Zhou, R Chen, X Fan, Z Guo, H Lin, JY Li, W Lin, J Zhou, ... 9th USENIX Symposium on Networked Systems Design and Implementation (NSDI 12 …, 2012 | 109 | 2012 |
| Training deeper models by GPU memory optimization on TensorFlow C Meng, M Sun, J Yang, M Qiu, Y Gu Proc. of ML Systems Workshop in NIPS 7, 26, 2017 | 105 | 2017 |
| DL2: A deep learning-driven scheduler for deep learning clusters Y Peng, Y Bao, Y Chen, C Wu, C Meng, W Lin IEEE Transactions on Parallel and Distributed Systems 32 (8), 1947-1960, 2021 | 98 | 2021 |
| Job scheduling using expected server performance information E Boutin, J Ekanayake, W Lin, B Shi, J Zhou US Patent 9,442,760, 2016 | 82 | 2016 |
| Swaptext: Image based texts transfer in scenes Q Yang, J Huang, W Lin Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 79 | 2020 |
| AStitch: enabling a new multi-dimensional optimization space for memory-intensive ML training and inference on modern SIMT architectures Z Zheng, X Yang, P Zhao, G Long, K Zhu, F Zhu, W Zhao, X Liu, J Yang, ... Proceedings of the 27th ACM International Conference on Architectural …, 2022 | 67 | 2022 |
| Characterizing deep learning training workloads on alibaba-pai M Wang, C Meng, G Long, C Wu, J Yang, W Lin, Y Jia 2019 IEEE international symposium on workload characterization (IISWC), 189-202, 2019 | 67 | 2019 |
Jingren ZhouAlibaba Group, MicrosoftOverená e-mailová adresa na: alibaba-inc.com