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If the transcoding process fails because of memory limit or other issue, the video gets stuck in this status. This requires a database change to set the video back to pending in order to reprocess it.
Not sure the best way to self heal on these.
Perhaps after 4 hours automatically re-queue up the video by setting its status to Pending?