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This paper presents a comparative analysis of replication algorithms for DHT (Distributed Hash Table) architectures. These algorithms are applicable to all existing structured peer-to-peer systems, and can be implemented on top of any DHT. The performance of these algorithms is examined using emulation through virtualization. Significant differences are identified in terms of delays, control overhead, success rate, and overlay route length.