Catching up should be mostly CPU bound I think and a lot of stuff will run single threaded. CPUs has basically stopped increasing the clock speed because it has diminishing returns compared to adding more cores on the CPU.
I think it is rare that Spring uses more than 8 GB of RAM so I'm not sure having more than 16 GB RAM helps unless you have a lot of other applications running.
Closing the browser can surely help since those tend to hog up all the RAM they can get their hands on. :-P