학술논문
QoS-aware Task Scheduling based on Reinforcement Learning for the Cloud-Fog Continuum
Document Type
Conference
Source
GLOBECOM 2022 - 2022 IEEE Global Communications Conference Global Communications Conference(48099), GLOBECOM 2022 - 2022 IEEE. :2328-2333 Dec, 2022
Subject
Language
Abstract
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.