It may be that you could use some sort of lazy loading plugin. This could be done in a custom way using admin_ajax and adding user events but there are a number of plugins available that may be able to help out.
This plugin – https://wordpress.org/plugins/ajax-load-more/ – allows for the implementation of the lazy loading of posts and may be what you require.