A scheduler is used to identify a schedule conflict that affects a client device receiving multiple media programs over a network. The scheduler is associated with the client device or a head-end source from which the programs are received. The scheduler accesses a schedule, which specifies a scheduled time at which multiple media programs are to be received by the client device. The scheduler obtains the actual bitrate to be consumed by each of the media programs as they are to be streamed to the client device. Based at least in part on the bitrates obtained for each of the media programs, the scheduler identifies a conflict that prevents at least one of the media programs from being streamed to the client device over the network. The scheduler enumerates at least one solution to the conflict to thereby resolve the conflict.