Application Mapping Onto Network on Chip Using Genetic Algorithm and Ant Colony Optimisation
Maamar Bougherara, Rafik Amara · 2023
The concept of Network on Chip (NoC) is emerging appear like a fresh idea in the interconnections of System on Chip (SoC), providing improved integration of intricate components. However, as a relatively new technology, it requires substantial research efforts, especially to streamline and simplify the design phases. The mapping step holds a crucial role in the Network on Chip design process. Ineffectively mapping application software components can significantly hinder the overall performance of the final system. Therefore, there is a compelling need to improve and tools that automate this critical step. The principal objectif of this study is to create a new technique for mapping applications onto NoC architecture with the aim of minimizing communication costs. This innovative solution utilizes optimization algorithms, specifically, the collaborative integration of two algorithms: Ant Colony and Genetic Algorithm.