How can I configure my system to fail over between two clusters?

The easiest way of configuring failover is to use a DNS-based failover method.

Set a low TTL on the A record for your website to avoid excessively long caching, and alter this to point to the backup server when the production server is down.

There are third-party DNS providers who offer this kind of service as part of their DNS hosting offering.