Since your data doesn't change very often, you could leave the program running so that it doesn't need to reload the data. In effect, you make a server that keeps the data loaded and provides the data to other applications.

mod_perl is an example of such an approach using the Apache web server as the long-running program. The server retrieves the data at startup using Storable. Restart the server when the data changes.