Slow Nodes Bringing Down A Cluster

It is a common problem in all interlinked systems that if not node is out of order the entire chain breaks and the complete system slows down. It is a common problem in Hadoop cluster that if a faulty node or a slow node is there the entire system slows down. How can we work around this problem?
