That's a lot of data! I bet you don't need it all at once on the transient CGIs, though.

Should your long-running process provide a query interface? That way the random scripts that come and go only ask it for the stuff they need. You can memcache the results of these queries if you like. No need to spend 1gb on the cache: experiment with some values, see what your hit rates are.