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Seyyedali Hosseinalipour
ورقتان في مجموعة PaperMetrix
المنشورات
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Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing
2022 · arXiv (Cornell University)
In this paper, we study a new latency optimization problem for blockchain-based federated learning (BFL) in multi-server edge computing. In this system model, distributed mobile devices (MDs) communicate with a set of edge servers (ESs) …
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Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange
2022 · GLOBECOM 2022 - 2022 IEEE Global Communications Conference
Federated learning (FL) has been recognized as one of the most promising solutions for distributed machine learning (ML). In most of the current literature, FL has been studied for supervised ML tasks, in which edge …