Hi..
I got this useful information from one of senior... I think it will be relevant to you guys.
Apping and MS Vs Phd » Coffee With Sundar
If you have time, also read this interview with a student who got admit in UIUC.
Coffee With Abhishek Verma - UIUC Phd Admit » Coffee With Sundar