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Multi-core processors represent major evolution in computing hardware technology. Multi core provides a network parallel image processing applications and security with more processing power from the hardware prospective. However, there are still significant software design challenges that must be overcome, In this paper, we present new architecture for multi-core supported network parallel applications, which aims at providing network parallel processing with out causing performance penalty in the normal network operations. While hardware based parallelisms have shown their advantage on throughput performance, parallelisms based multi-core with parallel algorithm for median filters and security which provides more flexible, high performance, comprehensive, intelligent, and scalable solutions to network parallel applications.