首页|Researchers Submit Patent Application, 'Cluster-Based Federated Learning Booking Platform, Booking System, And Booking Method Thereof', for Approval (USPTO 2024 0273420)
Researchers Submit Patent Application, 'Cluster-Based Federated Learning Booking Platform, Booking System, And Booking Method Thereof', for Approval (USPTO 2024 0273420)
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News editors obtained the following quote from the background information suppli ed by the inventors:“Federated learning is a machine learning technique that di ffers from traditional centralized machinelearning technique, where all relevan t data is centralized on a single computing device for training toproduce a mod el, the federated learning may train the machine learning models across multiple deviceswithout the need to transfer training data. The federated learning adop ts multi-node computation ofthe distributed system that distributes the work of model-training to multiple nodes. Distributed systemsprimarily deal with a lar ge amount of data and allocate the computing power to relevant units. However, the federated learning emphasizes on the protection of the data privacy, so the t raining data does not needto be centralized on a single server for distribution and computation. Instead, each device may individuallybe used for training the model.”
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