In the context of the process media failing or halting, I think it can be a good idea to have a process supervisor that checks something like this

if number_of_input_items_pending_processing > 0 and more than 30 mins without decreasing:
    restart walrus

That way we can have a self healing mechanism if the process media thread dies and stops processing items for whatever reason.