QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum
Judy C. Guevara, Ricardo da Silva Torres, Luiz F. Bittencourt, Nelson L. S. da Fonseca · GLOBECOM 2022 - 2022 IEEE Global Communications Conference · 2022
In this paper, we propose three multi-objective task scheduling algorithms for the cloud-fog continuum, that minimize both the makes pan and processing cost of workflows, considering the QoS requirements of the applications. Numerical results show that the scheduler based on Reinforcement Learning outperforms those based on classical optimization.