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FLSys: Toward an Open Ecosystem for Federated Learning Mobile …
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WebNov 17, 2024 · This paper presents the design, implementation, and evaluation of FLSys, a mobile-cloud federated learning (FL) system that supports deep learning models for … WebFLSys is designed to work with mobile sensing data collected on smart phones, balance model performance with resource consumption on the phones, tolerate phone … WebWelcome to the FLSys Workshop co-located with MLSys 2024 conference. Federated learning (FL) is an ecosystem of computational approaches and techniques that enable geographically distributed data sources to form secure and private coalitions and jointly analyze their siloed data. lithium power