Samsung S3 Cannot Enter Recovery Mode, and Can't Boot Up Either
This is most likely a software issue, but you can't be 100% sure until you flash a new ROM and see if it works. If you find a stock ROM, then it won't void the warranty, so it should be safe to try. 

You can find a lot of stock ROMs here.