There's little to no point upgrading the rear pads as well. You might as well stick to OE. Cheaper and the rears don't do enough braking to warrant a pad upgrade.
Sadly I can't advise too much on where to buy the S3 pads, but I bought mine (Brembo) from Camskill. As long as you know the code for the part number they usually work out quite good value.