Today’s technology rush and the rise of the IoT leads us to find new solutions to achieves significant speedup and resource savings over the traditional implementation. In fact, this can result computationally intensive when we talk about digital signal processing, simulation and modeling or machine learning. Hardware acceleration is dedicated hardware designed to perform specific functions more efficiently when compared to software running on a general-purpose CPU. Central Processing Unit are projected to be used in different tasks, but to archive that the trade-off is a loss of performance in terms of in terms of latency, throughput, and resource utilization respect to dedicate hardware limited to a single task.