One of the best advices for one-page apps is moving to another page those functionalities that are not frequently used. Think of a stratightforward example like the Settings page.
Many more functionalities might be subject of being moved to another page if users don’t use them for the main purpose of the app. This strategy is probably the most effective to reduce page load in heavy one-page apps.