it's much more easier on windows because you'll have to install java, android sdk and some complicated configs to get things work on ubuntu ( i'm using both w7 and ubuntu 12.04). On windows u just need samsung driver, adb command and u're good to go.
Take a look at this, i dont use toolkit cause...