This paper proposes a new approach for quick and parallel recognition of Persian handwritten cultivars on MapReduce-based clusters, such as Apache Haddup. This approach can maintain and manage data at a high level and significantly reduce recognition time. Here are some technical details of identifying Persian handwritten cultivars on the Apache Hadoop clusters for the proposed system.