Would it be possible to increase the cache duration if misses are a frequent source of problems?

Maybe using a heartbeat to detect live sessions to cache longer than sessions the user has already closed. And only do it for long sessions where a cache miss would be very expensive.

Yes, we're trying a couple of experiments along these lines. Good intuition.