Self-Optimizing and Self-Programming Computing Systems: A Combined Compiler, Complex Networks, and Machine Learning Approach
IEEE Transactions on Very Large Scale Integration (VLSI) Systems(2019)
摘要
There exists an urgent need for determining the right amount and type of specialization while making a heterogeneous system as programmable and flexible as possible. Therefore, in this paper, we pioneer a self-optimizing and selfprogramming computing system (SOSPCS) design framework that achieves both programmability and flexibility and exploits computing heterogeneity [e.g., CPUs, GPUs, and hardw...
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关键词
Task analysis,Hardware,Runtime,Artificial neural networks,Multicore processing,Processor scheduling,Programming
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