2 papers
cs.DC2020
Reinforcement Learning-based Application Autoscaling in the Cloud: A Survey
Yisel Garí, David A. Monge, Elina Pacini +2
Reinforcement Learning (RL) has demonstrated a great potential for automatically solving decision-making problems in complex uncertain environments. RL proposes a computational app…
cs.NE2018
CMI: An Online Multi-objective Genetic Autoscaler for Scientific and Engineering Workflows in Cloud Infrastructures with Unreliable Virtual Machines
David A. Monge, Elina Pacini, Cristian Mateos +2
Cloud Computing is becoming the leading paradigm for executing scientific and engineering workflows. The large-scale nature of the experiments they model and their variable workloa…