I'm writing a C++ application whose main window needs to receive real-time data from a server and draw plots and histograms in realtime based on this data. I'm using GTK3 (actually its C++ binding gtkmm) and Cairo.
In particular, data is received every 1 second from the network, and refresh happens every time the data is received, thus every 1 second. Refresh is done by calling the invalidate_rect() method for the entire drawing area, whose on_draw() even redraws all figures and plots using the newly received data.
Now, the application works but it's extremely unreliable. In particular, it freezes very often, especially when the CPU load increases. The CPU usage of my application, as well as memory, are very low. Suddenly the window becomes grey and unresponsive, and I need to kill it with Ctrl-C, since even pressing the window close icon doesn't work.
I'm wondering: is it the wrong approach to call invalidate_rect() in the scenario above? What is a better way, using GTKMM/Cairo, to obtain smooth graphics in a reliable way?