Cut the green top off of the kohlrabi. Trim off the tough ends and nubs on sides. If the peeling is tough, go ahead and peel, but if not leave the peeling on. (An unpeeled purple kohlrabi is particularly attractive salad in this salad.) Cut in half. Place each half cut-side down and cut in half again. Slice each quarter into thin slices. Place in a medium bowl.