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Federated Data Analytics: Theory and Applications

1163 Mechanical Engineering 1513 Engineering Dr., Madison

Nowadays, the sheer amount of data collected from edge devices such as mobile phones and self-driving vehicles is beginning to overwhelm traditional centralized data analytics regimes where data from the edge is continuously uploaded to a central server to be processed. Excessive communication traffic from data upload, significant central server storage needs, energy expenditures from...