QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning

no code implementations • 2 Feb 2021 • Dainius Jenkus, Fei Xia, Rishad Shafik, Alex Yakovlev

Then, it is coupled with vertical scaling using transfer Q-learning, which further tunes power/performance based on workload profile using dynamic voltage/frequency scaling (DVFS).

Q-Learning