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Predictive traffic modelling for large-scale live OTT events: A behavioural forecasting framework beyond reactive autoscaling

Tech Papers 2026: The paper examines web traffic for large live OTT scales, detailing how they should be treated as behavioural forecasting plus resilience control.

Abstract:

Large live OTT events are not ordinary web traffic at larger scale. Viewers join around fixed moments, and control-plane services such as authentication, entitlement, DRM, playback URL generation, advertising and telemetry can see synchronised demand that reactive autoscaling cannot absorb quickly enough.

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