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Technology Nov 15, 2024 5 min read

Edge AI: Processing at the Source

The rise of on-device machine learning and its enterprise applications.

Cloud computing has been the standard, but Edge AI is changing the game by processing data locally on the device where it is generated.

Latency Reduction

For applications like autonomous vehicles or industrial robotics, milliseconds matter. Edge AI eliminates the round-trip time to the cloud.

Bandwidth Efficiency

Transmitting high-definition video streams to the cloud is expensive and bandwidth-intensive. Processing video locally saves significant network resources.

Privacy and Security

Keeping sensitive data on the device reduces the attack surface and minimizes the risk of data breaches during transmission.