Следене
Jiachen Liu
Заглавие
Позовавания
Позовавания
Година
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
1452022
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
192023
Fluid: Resource-aware Hyperparameter Tuning Engine
P Yu*, J Liu*, M Chowdhury
Proceedings of Machine Learning and Systems 3, 502-516, 2021
162021
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
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