Getting late to the discussion, but people tackle this for a long time in software engineering, it's called Software Rejuvenation, with models of repairing systems, Markovian assumptions, applications in JVM, etc. Interesting topic. It was used to analyse Patriot missiles that needed the same approach to replenish its internal variables each time.
