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SCE based DSE framework using GA

Leader: 
Shen Feng
Member:  Jinghan Zhang
Year:  2014
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
References:
  1. Zhang J, Tabkhi H, Schirner G. DS-DSE: Domain-Specific Design Space Exploration for Streaming Applications. In: Design Automation and Test in Europe (DATE). Dresden, Germany: DATE; 2018.

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