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* [Federated learning: distributed machine learning with data locality and privacy](https://blog.fastforwardlabs.com/2018/11/14/federated-learning.html)

## Part 2: Survey
* [Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies](https://ieeexplore.ieee.org/document/9780218)
* [Federated Learning: Challenges, Methods, and Future Directions](https://arxiv.org/abs/1908.07873)
* [Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection](https://arxiv.org/abs/1907.09693)
* [Federated Learning in Mobile Edge Networks: A Comprehensive Survey](https://arxiv.org/abs/1909.11875)
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##### 香港理工大学
##### 香港科技大学
[《Pisces: Efficient Federated Learning via Guided Asynchronous Training》](https://dl.acm.org/doi/abs/10.1145/3542929.3563463)

[《FedVision: An Online Visual Object Detection Platform Powered by Federated Learning》](https://ojs.aaai.org//index.php/AAAI/article/view/7021)

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