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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.