Symptoms: Iceweasel just crashes halfway through loading the Brewpi page. Some elements show up, then it chokes and I have to kill the browser's process to regain control.
Can you access BrewPi from another computer's browser on the same network? How long has it been logging data? It sounds like it could be an issue with your graph data being too large.
ETA: I run 3 instances of BrewPi on a Toshiba laptop from circa 2004, and it does very well. That is part of the reason I am assuming it is the log data. I never use the local machines browser to view the interface, always remotely.