Yisel Gari

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Markov Decision Process

Scientific Workflows

Reinforcement Learning

Top Venues

Future Gener. Comput. Syst.

Eng. Appl. Artif. Intell.

Publications

Yisel Gari, Elina Pacini, Luciano Robino, Cristian Mateos, David A. Monge
Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA. Future Gener. Comput. Syst. 157 (2024)
Yisel Gari, David A. Monge, Cristian Mateos
A Q-learning approach for the autoscaling of scientific workflows in the Cloud. Future Gener. Comput. Syst. 127 (2022)
Yisel Gari, David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
Reinforcement learning-based application Autoscaling in the Cloud: A survey. Eng. Appl. Artif. Intell. 102 (2021)
Yisel Gari, David A. Monge, Cristian Mateos, Carlos García Garino
Learning budget assignment policies for autoscaling scientific workflows in the cloud. Clust. Comput. 23 (1) (2020)
Yisel Gari, David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
Reinforcement Learning-based Autoscaling of Workflows in the Cloud: A Survey. CoRR (2020)
Yisel Gari, David A. Monge, Cristian Mateos, Carlos García Garino
Markov Decision Process to Dynamically Adapt Spots Instances Ratio on the Autoscaling of Scientific Workflows in the Cloud. CARLA (2017)
David A. Monge, Yisel Gari, Cristian Mateos, Carlos García Garino
Autoscaling scientific workflows on the cloud by combining on-demand and spot instances. Comput. Syst. Sci. Eng. 32 (4) (2017)
Matías Hirsch, Cristian Mateos, Juan Manuel Rodriguez, Alejandro Zunino, Yisel Gari, David A. Monge
A performance comparison of data-aware heuristics for scheduling jobs in mobile grids. CLEI (2017)