David A. Monge

A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud

Virginia Yannibelli, Elina Pacini, David A. Monge et al. · Scientific Programming · 2020 · 31 citations · Full text

Computing, Cloud Computing, Computer Science +17

A Q-learning approach for the autoscaling of scientific workflows in the Cloud

Yisel Garí, David A. Monge, Cristian Mateos · Future Generation Computer Systems · 2021 · 25 citations

Computing, Cloud Computing, Computer Science +14

Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA

Yisel Garí, Elina Pacini, Luciano Robino et al. · Future Generation Computer Systems · 2024 · 23 citations

Computing, Cloud Computing, Computer Science +14

Meta-heuristic based autoscaling of cloud-based parameter sweep experiments with unreliable virtual machines instances

David A. Monge, Elina Pacini, Cristian Mateos et al. · Computers & Electrical Engineering · 2017 · 17 citations

Computing, Cloud Computing, Computer Science +14

Ensemble learning of runtime prediction models for gene-expression analysis workflows

David A. Monge, Matěj Holec, Filip Železný et al. · Cluster Computing · 2015 · 13 citations · Full text

Life Sciences, Bioinformatics, Data Science +13