E-MapReduce (EMR) provides two fault tolerance policies to improve cluster reliability, availability, and stability: best-effort delivery and automatic compensation. You can enable both policies or either one. Best-effort delivery adds all successfully created nodes to the cluster during a scale-out activity, even if some nodes fail to be created. Automatic compensation automatically detects abnormal nodes in a node group and replaces them with new ones.