Traffic cameras generate continuous video that would overwhelm core ingest if every frame were shipped unchanged. Which architecture option best addresses volume and velocity?
Select an answer to reveal the explanation.
Short Explanation
Cameras can do a little homework on-site and spot the interesting events. That way the core platform is not buried under every unused frame.
Full Explanation
Edge preprocessing is a standard architecture lever for high-volume, high-velocity sources. Filtering, detecting events, or aggregating at or near the camera reduces backhaul and core storage load while preserving analytics value. Shipping every raw frame by default often exceeds network and cluster capacity without improving municipal decision quality.