Only through large scale load testing can these bugs be found before your customers find them.

Next I'll construct a program to load the data, determine what scale to use, and then actually plot the data to the screen.

You must ensure that each layer can scale as user load increases, and that each layer allows for continuous availability with failover, if necessary.