Optimizing distributed training deployment in heterogeneous GPU clusters X Yi, S Zhang, Z Luo, G Long, L Diao, C Wu, Z Zheng, J Yang, W Lin Proceedings of the 16th International Conference on emerging Networking …, 2020 | 30 | 2020 |
Accelerating large-scale distributed neural network training with SPMD parallelism S Zhang, L Diao, C Wu, S Wang, W Lin Proceedings of the 13th Symposium on Cloud Computing, 403-418, 2022 | 11 | 2022 |
HAP: SPMD DNN Training on Heterogeneous GPU Clusters with Automated Program Synthesis S Zhang, L Diao, C Wu, Z Cao, S Wang, W Lin Proceedings of the Nineteenth European Conference on Computer Systems, 524-541, 2024 | 8 | 2024 |
A study of cell-free DNA fragmentation pattern and its application in DNA sample type classification S Chen, M Liu, X Zhang, R Long, Y Wang, Y Han, S Zhang, M Xu, J Gu IEEE/ACM Transactions on Computational Biology and Bioinformatics 15 (5 …, 2017 | 8 | 2017 |
Expediting distributed DNN training with device topology-aware graph deployment S Zhang, X Yi, L Diao, C Wu, S Wang, W Lin IEEE Transactions on Parallel and Distributed Systems 34 (4), 1281-1293, 2023 | 7 | 2023 |
Scalable traffic engineering for higher throughput in heavily-loaded software defined networks C Zhang, S Zhang, Y Wang, W Li, B Jin, RKP Mok, Q Li, H Xu NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium, 1-7, 2020 | 6 | 2020 |
Optimizing DNN compilation for distributed training with joint OP and tensor fusion X Yi, S Zhang, L Diao, C Wu, Z Zheng, S Fan, S Wang, J Yang, W Lin IEEE Transactions on Parallel and Distributed Systems 33 (12), 4694-4706, 2022 | 5 | 2022 |
A3: an automatic malfunction detection and fixation system in FatTree data center networks C Zhang, S Zhang, B Jin, W Li, Z Wang, Y Wang Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 24-26, 2019 | 4* | 2019 |
An empirical study of mobile network behavior and application performance in the wild S Zhang, W Li, D Wu, B Jin, RKC Chang, D Gao, Y Wang, RKP Mok Proceedings of the International Symposium on Quality of Service, 1-10, 2019 | 3 | 2019 |
Efficient web-based data imputation with graph model Y Tang, H Wang, S Zhang, H Zhang, R Shi Database Systems for Advanced Applications: DASFAA 2017 International …, 2017 | 2 | 2017 |
Large scale symmetric network malfunction detection C Zhang, Z Wang, S Zhang, W Li, Q Li, Y Wang Proceedings of the SIGCOMM'20 Poster and Demo Sessions, 12-14, 2020 | | 2020 |
An empirical study of mobile network behavior and application performance in the wild.(2019) S ZHANG, W LI, D WU, B JIN, RKC CHANG, D GAO, Y WANG, RKP MOK IWQoS 19, 24-25, 0 | | |