A chunk-based data deduplication system and method. Incoming data chunk is partitioned into head and tail portions for fingerprinting and mapping into respective head SHA (secure hash algorithm) and tail SHA tables. Head or tail fingerprints are used to locate predecessor data chunks almost identical to incoming data chunks and to determine data bursts to deduplicate the incoming data chunks.