Infrastructure Intelligence

White Paper

Why Carriers Gain More from Peak Reduction Than from Volume Savings Alone

The Opportunity

Wireless network infrastructure is engineered for peak demand, not average consumption. The gap between a network’s peak requirement and its average load represents capital deployed to absorb demand variability rather than serve additional subscribers — and that gap is acute in video streaming, where HTTP-based adaptive bitrate delivery downloads in bursts and then sits idle, producing peaks far above the throughput actually needed to deliver the content. A live wireless operator pilot of Sky Peak Technologies’ CORA AI application-layer video optimization demonstrates that this gap can be closed: coincident peak demand per device fell across five reported demand measures, shifting the entire load duration curve downward rather than merely clipping the single worst hour.

Dive deeper into this scaled pilot, its results and discover how CORA AI is a game changer in the industry.

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