2 papers
cs.DC2021
QoS-Aware Power Minimization of Distributed Many-Core Servers using Transfer Q-Learning
Dainius Jenkus, Fei Xia, Rishad Shafik +1
Web servers scaled across distributed systems necessitate complex runtime controls for providing quality of service (QoS) guarantees as well as minimizing the energy costs under dy…
eess.SP2019
Neural Network Design for Energy-Autonomous AI Applications using Temporal Encoding
Sergey Mileiko, Thanasin Bunnam, Fei Xia +3
Neural Networks (NNs) are steering a new generation of artificial intelligence (AI) applications at the micro-edge. Examples include wireless sensors, wearables and cybernetic syst…