Fedscale: Benchmarking model and system performance of federated learning at scale F Lai, Y Dai, S Singapuram, J Liu, X Zhu, H Madhyastha, M Chowdhury International conference on machine learning, 11814-11827, 2022 | 145 | 2022 |
Efficient large language models: A survey Z Wan, X Wang, C Liu, S Alam, Y Zheng, Z Qu, S Yan, Y Zhu, Q Zhang, ... arXiv preprint arXiv:2312.03863 1, 2023 | 19 | 2023 |
Fluid: Resource-aware Hyperparameter Tuning Engine P Yu*, J Liu*, M Chowdhury Proceedings of Machine Learning and Systems 3, 502-516, 2021 | 16 | 2021 |
Auxo: Efficient Federated Learning via Scalable Client Clustering J Liu, F Lai, Y Dai, A Akella, H Madhyastha, M Chowdhury 14th edition of the annual ACM Symposium on Cloud Computing, 2023 | 4* | 2023 |
Venn: Resource Management Across Federated Learning Jobs J Liu, F Lai, D Ding, Y Zhang, M Chowdhury arXiv preprint arXiv:2312.08298, 2023 | | 2023 |