When joining two streams via a CoGroup Pipe, try to put the largest of the streams in the leftmost argument to the CoGroup. The reason for this is that joining multiple streams requires some accumulation of values before the join operator can begin, but the leftmost stream is not accumulated, so this technique should improve the performance of most joins.