Category Archives: IoT / Connected Products

Internet of Things

Federated Learning: Machine Learning with Privacy on the Edge

Categories: IoT / Connected Products Machine Learning

Federated Learning is a technology that allows you to build machine learning systems when your datacenter can’t get direct access to model training data. The data remains in its original location, which helps to ensure privacy and reduces communication costs. Privacy and reduced communication make federated learning a great fit for smartphones and edge hardware,…

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Building an Open Data Processing Pipeline for IoT

Categories: Enterprise Data Hub IoT / Connected Products

Authors: David Bericat, Global Technical Lead, Internet of Things, Red Hat and Jonathan Cooper-Ellis, Solutions Architect, Cloudera Last week Cloudera introduced an open end-to-end architecture for IoT and the different components needed to help satisfy today’s enterprise needs regarding operational technology (OT), information technology (IT), data analytics and machine learning (ML), along with modern and traditional application…

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