Typical areas where TeraSort is helpful is to determine whether your map and reduce slot assignments are sound (as they depend on the variables such as the number of cores per TaskTracker node and the available RAM), whether other MapReduce-related parameters such as io.sort.mb and mapred.child.java.opts are set to proper values, or whether the FairScheduler configuration you came up with really b