DGCL: An efficient communication library for distributed GNN training Z Cai, X Yan, Y Wu, K Ma, J Cheng, F Yu Proceedings of the Sixteenth European Conference on Computer Systems, 130-144, 2021 | 85 | 2021 |
Flexps: Flexible parallelism control in parameter server architecture Y Huang, T Jin, Y Wu, Z Cai, X Yan, F Yang, J Li, Y Guo, J Cheng Proceedings of the VLDB Endowment 11 (5), 566-579, 2018 | 84 | 2018 |
Seastar: vertex-centric programming for graph neural networks Y Wu, K Ma, Z Cai, T Jin, B Li, C Zheng, J Cheng, F Yu Proceedings of the Sixteenth European Conference on Computer Systems, 359-375, 2021 | 54 | 2021 |
Elastic deep learning in multi-tenant GPU clusters Y Wu, K Ma, X Yan, Z Liu, Z Cai, Y Huang, J Cheng, H Yuan, F Yu IEEE Transactions on Parallel and Distributed Systems 33 (1), 144-158, 2021 | 48 | 2021 |
Tensoropt: Exploring the tradeoffs in distributed dnn training with auto-parallelism Z Cai, X Yan, K Ma, Y Wu, Y Huang, J Cheng, T Su, F Yu IEEE Transactions on Parallel and Distributed Systems 33 (8), 1967-1981, 2021 | 30 | 2021 |
Scaling large production clusters with partitioned synchronization Y Feng, Z Liu, Y Zhao, T Jin, Y Wu, Y Zhang, J Cheng, C Li, T Guan 2021 USENIX Annual Technical Conference (USENIX ATC 21), 81-97, 2021 | 20 | 2021 |
HGL: accelerating heterogeneous GNN training with holistic representation and optimization Y Gui, Y Wu, H Yang, T Jin, B Li, Q Zhou, J Cheng, F Yu SC22: International Conference for High Performance Computing, Networking …, 2022 | 10 | 2022 |
Vertex-centric visual programming for graph neural networks Y Wu, Y Gui, T Jin, J Cheng, X Yan, P Yin, Y Cai, B Tang, F Yu Proceedings of the 2021 International Conference on Management of Data, 2803 …, 2021 | 4 | 2021 |
Timestamped state sharing for stream analytics Y Zhao, Z Liu, Y Wu, G Jiang, J Cheng, K Liu, X Yan IEEE Transactions on Parallel and Distributed Systems 32 (11), 2691-2704, 2021 | 4 | 2021 |
Novel Programming Paradigms and Optimizations for Graph Neural Network and Distributed Data-Parallel Training Y Wu PQDT-Global, 2022 | | 2022 |