A cognitive decision model for heterogeneous computing systems

This paper proposes a cognitive decision model for heterogeneous computing systems to rationally take advantage of all computing resources for certain applications. We build a cognitive decision model that can convert the problem of distributing certain applications onto several heterogeneous computing resources into a search of problem space where cognitive techniques can play their roles. Based on this model we choose Soar as the modelling tool to create an experiment extracted from a system once we built. Experiments show that our model is applicable and prove that the cognitive decision model can improve the efficiency and performance of heterogeneous computing systems.