2 papers
cs.AR2020
A Machine Learning Pipeline Stage for Adaptive Frequency Adjustment
Arash Fouman Ajirlou, Inna Partin-Vaisband
A machine learning (ML) design framework is proposed for adaptively adjusting clock frequency based on propagation delay of individual instructions. A random forest model is traine…
cs.AR2020
A Unified Learning Platform for Dynamic Frequency Scaling in Pipelined Processors
Arash Fouman Ajirlou, Inna Partin-Vaisband
A machine learning (ML) design framework is proposed for dynamically adjusting clock frequency based on propagation delay of individual instructions. A Random Forest model is train…