This paper presents an efficient parallelism architecture that uses a dual-computing engine architecture to better throughput using both spatial and temporal parallelism on FPGA technology. This architecture will enhance the performance in terms of operating frequency and throughput and reduces the power consumption that meets applications with huge data processing such as Internet of Things in this design, two boards are used, "DE1_Soc and NEEK board" with Altera Quartus Prime 18 for synthesis and simulation. The proposed design architecture gives better resource usage and throughput through fewer hardware redundancies using a frequency of 600MHZ with 64 bits for each engine from the dual-engine. Furthermore, the proposed architecture implementation results show the reduction in the time delay by 40 % and achieves a throughput of 153.6 Gb/s.
