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Authors: Frank Brockners, Krisztián Flautner
2022-10-27

tldr - powered by Generative AI

Edge native enables a cloud-like experience at the edge and allows for a smooth transition as the pendulum swings back towards the edge from the cloud. The main trend is to combine different verticals into a platform with horizontal solutions that can work across verticals.
  • Edge native allows for a cloud-like experience at the edge and a smooth transition from the cloud to the edge
  • Federated learning is a technique used for machine learning at the edge that preserves privacy and allows for local learning
  • Event-driven display can be used for digital signage, video surveillance, and other applications
  • Great Bear is a foundational infrastructure that can be used to build a scalable and robust system
  • Machine learning workloads may need to be adjusted for the edge, such as shrinking down models or using Federated learning
  • Aji is an example of an AI model that can be deployed at the edge, but may need to be adjusted for device size and speed