Canvas CloudAI
Canvas Cloud AI

IoT Edge

advanced
cloud
Enhanced Content

Definition

Azure service that deploys cloud workloads to run on IoT devices locally, enabling artificial intelligence and analytics at the edge. Like having a mini data center at each location that can process data instantly without waiting for cloud connectivity.

Real-World Example

Retail stores use IoT Edge to analyze customer movement patterns using local cameras and AI, making immediate decisions about store layout while preserving privacy by not sending video to the cloud.

Cloud Provider Equivalencies

Azure IoT Edge and AWS IoT Greengrass both run containerized workloads and local messaging on edge devices with cloud management. GCP does not offer a direct IoT Edge runtime equivalent since Cloud IoT Core was retired; edge deployments are typically done with Google Distributed Cloud Edge plus partner/device runtimes. OCI Roving Edge Infrastructure provides portable edge compute/storage for disconnected or low-connectivity environments rather than an IoT device runtime.

AWS
AWS IoT Greengrass
AZ
Azure IoT Edge
GCP
Google Distributed Cloud Edge (often paired with Cloud IoT Core alternatives via partners)
OCI
OCI Roving Edge Infrastructure

Explore More Cloud Computing Terms