Add the WP_Super_Cache plugin. It will turn all your pages into static pages so that when someone visits, WordPress doesn't need to run to pull the page up. It allows your server to do less work. Depending on how much traffic you're getting, your dedi might not be able to handle it. Even dedicated servers can be shit.