Automated Cloud Provisioning on AWS using Deep Reinforcement Learning
Zhiguang Wang, Chul Gwon, Tim Oates, Adam Iezzi Abstract. As the use of cloud computing rises, controlling cost becomes increasingly important. Yet there is evidence that 30% – 45% of cloud spend is wasted (Weins 2017). Existing tools for cloud provisioning typically rely on highly trained human experts to specify what to monitor, thresholds for…