I agree... my previous Windows XP laptop used to have this problem when applications used to run slowly all of a sudden. The hard disk was the problem. I managed to keep using it for a few more months by reinstalling the OS (replacing with Linux), but replacing the HDD made things OK again.

It may not rank among some of the heavyweights mentioned here, but I liked "Computer Networks" by Andrew Tanenbaum.