| CPC G06Q 30/0277 (2013.01) [G06F 16/71 (2019.01); H04L 65/60 (2013.01); H04N 21/231 (2013.01); H04N 21/23424 (2013.01); H04N 21/2393 (2013.01); H04N 21/812 (2013.01)] | 20 Claims |

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1. A method, comprising:
at a streaming service:
transmitting a first portion of a video stream to a user device in response to a request;
selecting one or more video advertisements to include in an ad pod of a second portion of the video stream from a database including a set of video advertisements that were previously removed from a further ad pod of a further video stream;
inserting the one or more video advertisements into the ad pod; and
transmitting the second portion of the video stream to the user device, the second portion of the video stream including the ad pod.
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