If you don't have or can't install one of the relational systems discussed elsewhere here, you might instead look at DBD::SQLite, which includes a lightweight SQL database in the distribution. It's extremely fast and works great as long as you're not using it in a simultaneous read/write multiuser fashion, It also provides an upgrade path to a relational system if you decide to upgrade.

Chris
M-x auto-bs-mode