Internet randomly fluctuates

Those appear to time graphs of downloads/uploads. But usually gamers are concerned about response times. Are you actually engaged in significant downloads/uploads during the day? If not, then it might be malware, perhaps having turned your PC into a bot. I would at least run several different anti-malware scans just to be sure.

http://www.eset.com/us/online-scanner/
http://www.malwarebytes.org/products/malwarebytes_free/