Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With forecasted hundreds of processing elements (PE), future embedded systems will be able to handle multiple applications with very diverse running constraints. In order to avoid hot-spots and control the temperature of the tiles, dynamic voltage-frequency scaling (DVFS) can be applied at PE level. At system level, it implies to dynamically manage the different voltage-frequency couples of each PE in order to obtain a global optimization. In this article  present an approach based on game theory, which adjusts at run-time the frequency of each PE. It aims at reducing the tile temperature while maintaining the synchronization beten the tasks of the application graph. A fully distributed scheme is assumed in order to build a scalable mechanism. Results show that the proposed run-time algorithm find solutions in few calculation cycles achieving temperature reductions of about 23%.
['Diego Puschini', 'Fabien Clermidy', 'Pascal Benoit', 'Gilles Sassatelli', 'Lionel Torres']
I am writing a research paper on a idea Temperature-Aware Distributed Run-Time Optimization on MP-SoC Using Game Theory
[{"from": "human", "value": "I am writing a research paper on a idea Temperature-Aware Distributed Run-Time Optimization on MP-SoC Using Game Theory"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: With forecasted hundreds of processing elements (PE), future embedded systems will be able to handle multiple applications with very diverse running constraints. In order to avoid hot-spots and control the temperature of the tiles, dynamic voltage-frequency scaling (DVFS) can be applied at PE level. At system level, it implies to dynamically manage the different voltage-frequency couples of each PE in order to obtain a global optimization. In this article  present an approach based on game theory, which adjusts at run-time the frequency of each PE. It aims at reducing the tile temperature while maintaining the synchronization beten the tasks of the application graph. A fully distributed scheme is assumed in order to build a scalable mechanism. Results show that the proposed run-time algorithm find solutions in few calculation cycles achieving temperature reductions of about 23%."}]