Too many loading indicator on a single web page


I was assigned to design a web page, which has a lot of control buttons. Each button requires an activity indicator, to tell the user that the corresponding action is in process. There are some actions that are disabled while one action is in process. So my main question is that, currently there are too many small indicators, will it be a good idea to use a single full page overlay indicator instead?