SCE based DSE framework using GA
In this project, a DSE framework is proposed for heterogeneous platform allocation, task mapping and scheduling using domain specific multi-objective genetic algorithm. Our DSE model does not only contain the computation and communication of applications but also the topology of the heterogeneous platform. Given a set of optimization goal or constraints in performance, power, cost, etc., the framework produces a Pareto optimal set of heterogeneous platforms and the corresponding mappings for a specific application within a reasonable time.
The Project Goals:
- A DSE framework is proposed for heterogeneous platform allocation, task mapping and scheduling
- Application modeling to capture both computation and communication
- Multi-Objective Genetic Algorithm with domain specific knowledge