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Mosharaf Chowdhury

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Efficient Large Language Models: A Survey

Dec 23, 2023
Zhongwei Wan, Xin Wang, Che Liu, Samiul Alam, Yu Zheng, Jiachen Liu, Zhongnan Qu, Shen Yan, Yi Zhu, Quanlu Zhang, Mosharaf Chowdhury, Mi Zhang

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Venn: Resource Management Across Federated Learning Jobs

Dec 13, 2023
Jiachen Liu, Fan Lai, Ding Ding, Yiwen Zhang, Mosharaf Chowdhury

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Perseus: Removing Energy Bloat from Large Model Training

Dec 12, 2023
Jae-Won Chung, Yile Gu, Insu Jang, Luoxi Meng, Nikhil Bansal, Mosharaf Chowdhury

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Oobleck: Resilient Distributed Training of Large Models Using Pipeline Templates

Sep 15, 2023
Insu Jang, Zhenning Yang, Zhen Zhang, Xin Jin, Mosharaf Chowdhury

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FLINT: A Platform for Federated Learning Integration

Mar 11, 2023
Ewen Wang, Ajay Kannan, Yuefeng Liang, Boyi Chen, Mosharaf Chowdhury

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Chasing Low-Carbon Electricity for Practical and Sustainable DNN Training

Mar 04, 2023
Zhenning Yang, Luoxi Meng, Jae-Won Chung, Mosharaf Chowdhury

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Packing Privacy Budget Efficiently

Dec 26, 2022
Pierre Tholoniat, Kelly Kostopoulou, Mosharaf Chowdhury, Asaf Cidon, Roxana Geambasu, Mathias Lécuyer, Junfeng Yang

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Auxo: Heterogeneity-Mitigating Federated Learning via Scalable Client Clustering

Oct 29, 2022
Jiachen Liu, Fan Lai, Yinwei Dai, Aditya Akella, Harsha Madhyastha, Mosharaf Chowdhury

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