measurement tools lack well-defined traffic metrics e.g supporting SLAs or billing uniformly applied methodologies varied topologies, equipment, ISP practices clear definition of measurement hypotheses or goals measurement scalability ability to explain phenomena topology changes, routing loops, black holes relevance to actual ISP problems or mechanisms for fixing communication of useful results