Abstract: Solutions are disclosed that provide for prediction-driven mobile broadcast in order to increase the number of user equipment (UEs) that move from point-to-point (P2P) data traffic to point-to-multipoint (P2MP) for video consumption. This improves the demand for broadcast video by ensuring that more popular content is broadcast. Examples include: a sensor operable to determine, using a cellular uplink, data consumption information for a plurality of user equipment (UEs) receiving a broadcast; a correlator operable to correlate the data consumption information with content identification in a first broadcast schedule into demand statistics; and a demand prediction engine operable to generate demand predictions based on at least the demand statistics, wherein the demand predictions indicate a future demand for content data sets in a future time period.

Abstract: A centrifugal separation apparatus is disclosed. The centrifugal separation apparatus comprises a rotary drum, wherein an inlet opening and an outlet opening are respectively defined on opposite ends of the rotary drum along a central axis of the rotary drum. A fixing rod is disposed on the central axis, a baffle plate is disposed on the fixing rod, and a distance from each point on an edge of the baffle plate to the central axis is greater than a radius of the outlet opening.