Monitor bytes transferred rather than just result set sizes, since federation often moves intermediate results between systems. Set up alerts on data transfer volumes and consider caching frequently accessed federated views as materialized tables. Why observability vendors cost too much explores how traditional pricing models make federation unexpectedly expensive.