| Self-balancing federated learning with global imbalanced data in mobile systems M Duan, D Liu, X Chen, R Liu, Y Tan, L Liang IEEE Transactions on Parallel and Distributed Systems 32 (1), 59-71, 2020 | 343 | 2020 |
| Astraea: Self-balancing federated learning for improving classification accuracy of mobile deep learning applications M Duan, D Liu, X Chen, Y Tan, J Ren, L Qiao, L Liang 2019 IEEE 37th international conference on computer design (ICCD), 246-254, 2019 | 270 | 2019 |
| Design tradeoffs for data deduplication performance in backup workloads M Fu, D Feng, Y Hua, X He, Z Chen, W Xia, Y Zhang, Y Tan 13th USENIX Conference on File and Storage Technologies (FAST 15), 331-344, 2015 | 163 | 2015 |
| SAM: A semantic-aware multi-tiered source de-duplication framework for cloud backup Y Tan, H Jiang, D Feng, L Tian, Z Yan, G Zhou 2010 39th International Conference on Parallel Processing, 614-623, 2010 | 119 | 2010 |
| Flexible clustered federated learning for client-level data distribution shift M Duan, D Liu, X Ji, Y Wu, L Liang, X Chen, Y Tan, A Ren IEEE Transactions on Parallel and Distributed Systems 33 (11), 2661-2674, 2021 | 94 | 2021 |
| CABdedupe: A causality-based deduplication performance booster for cloud backup services Y Tan, H Jiang, D Feng, L Tian, Z Yan 2011 IEEE international parallel & distributed processing symposium, 1266-1277, 2011 | 83 | 2011 |
| Fedgroup: Efficient federated learning via decomposed similarity-based clustering M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2021 | 62 | 2021 |
| CSAFL: A clustered semi-asynchronous federated learning framework Y Zhang, M Duan, D Liu, L Li, A Ren, X Chen, Y Tan, C Wang 2021 International Joint Conference on Neural Networks (IJCNN), 1-10, 2021 | 47 | 2021 |
| FedSAE: A novel self-adaptive federated learning framework in heterogeneous systems L Li, M Duan, D Liu, Y Zhang, A Ren, X Chen, Y Tan, C Wang 2021 International Joint Conference on Neural Networks (IJCNN), 1-10, 2021 | 45 | 2021 |
| FedGroup: Efficient clustered federated learning via decomposed data-driven measure M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan arXiv preprint arXiv:2010.06870, 2020 | 30 | 2020 |
| FedMDS: An efficient model discrepancy-aware semi-asynchronous clustered federated learning framework Y Zhang, D Liu, M Duan, L Li, X Chen, A Ren, Y Tan, C Wang IEEE Transactions on Parallel and Distributed Systems 34 (3), 1007-1019, 2023 | 26 | 2023 |
| Fedgroup: Ternary cosine similarity-based clustered federated learning framework toward high accuracy in heterogeneous data M Duan, D Liu, X Ji, R Liu, L Liang, X Chen, Y Tan arXiv preprint arXiv:2010.06870, 129, 2020 | 25 | 2020 |
| SSDKeeper: Self-adapting channel allocation to improve the performance of SSD devices R Liu, X Chen, Y Tan, R Zhang, L Liang, D Liu 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 25 | 2020 |
| Improving restore performance in deduplication-based backup systems via a fine-grained defragmentation approach Y Tan, B Wang, J Wen, Z Yan, H Jiang, W Srisa-an IEEE Transactions on Parallel and Distributed Systems 29 (10), 2254-2267, 2018 | 23 | 2018 |
| FitCNN: A cloud-assisted and low-cost framework for updating CNNs on IoT devices D Liu, C Yang, S Li, X Chen, J Ren, R Liu, M Duan, Y Tan, L Liang Future generation computer systems 91, 277-289, 2019 | 20 | 2019 |
| Tumbler: Energy efficient task scheduling for dual-channel solar-powered sensor nodes Y Xu, HG Lee, Y Tan, Y Wu, X Chen, L Liang, L Qiao, D Liu Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 19 | 2019 |
| Federated learning with workload-aware client scheduling in heterogeneous systems L Li, D Liu, M Duan, Y Zhang, A Ren, X Chen, Y Tan, C Wang Neural Networks 154, 560-573, 2022 | 16 | 2022 |
| Archivist: A machine learning assisted data placement mechanism for hybrid storage systems J Ren, X Chen, Y Tan, D Liu, M Duan, L Liang, L Qiao 2019 IEEE 37th International Conference on Computer Design (ICCD), 676-679, 2019 | 16 | 2019 |
| SAFE: A source deduplication framework for efficient cloud backup services Y Tan, H Jiang, EHM Sha, Z Yan, D Feng Journal of Signal Processing Systems 72, 209-228, 2013 | 16 | 2013 |
| Improving fairness for SSD devices through DRAM over-provisioning cache management R Liu, Z Tan, L Long, Y Wu, Y Tan, D Liu IEEE Transactions on Parallel and Distributed Systems 33 (10), 2444-2454, 2022 | 14 | 2022 |
