1. A method for graceful redundancy degradation of stored duplicate objects stored within a set of nodes, wherein a replication factor determines the number of duplicates stored for each object, comprising: establishing one or more node utilization thresholds; determining that a node utilization threshold has been exceeded; reducing an original replication factor based on the utilization threshold that has been exceeded; and applying an updated replication factor to received objects.