Best Practice Report

An Architect’s Guide To Edge Intelligence

Four AI Architecture Patterns For The Edge

 and  five contributors
Oct 29, 2024

Summary

Edge intelligence architecture integrates various technologies and analytic functions that were formerly confined to the cloud or in-house data centers. They now occur at an edge node which intelligently processes, bundles, refines, or encrypts data to make on-the-spot decisions. This report enables technology architects to power edge intelligence use cases, from enabling simple binary responses (e.g., flipping a switch, closing a valve) to complex analytic scenarios leveraging streaming analytics, federated or edge ML, federated governance, and real-time data management on edge devices.

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