Make sure you can power it. Your 350 power supply might work fine, so long as you're not heavy hitting with comparable hardware, but I wouldn't recommend stressing it (e.g. don't turn up SC II's settings too high). If your computer starts spontaneously rebooting, it's likely not enough. However, if you're running a sub-100W Processor, and only one of each drive, you shouldn't have any trouble.