Elina Pacini

22 papers Misc 1Journal 15Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Reinforcement Learning initialization by evolutionary formulation: Application for workflow autoscaling in the Cloud.
Eng. Appl. Artif. Intell.
Luciano Robino, Yisel Gari, Elina Pacini, Cristian Mateos, Virginia Yannibelli, David A. Monge
2025 — conf
Reinforcement Learning-based Cloud Autoscaler Initialization via Evolutionary Algorithms.
GECCO Companion
Luciano Robino, Elina Pacini, Yisel Gari, Cristian Mateos, Virginia Yannibelli, David A. Monge
2024 J jnl
Online RL-based cloud autoscaling for scientific workflows: Evaluation of Q-Learning and SARSA.
Future Gener. Comput. Syst.
Yisel Gari, Elina Pacini, Luciano Robino, Cristian Mateos, David A. Monge
2021 — conf
Endowing the MIA Cloud Autoscaler with Adaptive Evolutionary and Particle Swarm Multi-Objective Optimization Algorithms.
MICAI (1)
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
2021 J jnl
Reinforcement learning-based application Autoscaling in the Cloud: A survey.
Eng. Appl. Artif. Intell.
Yisel Gari, David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
2020 J jnl
A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud.
Sci. Program.
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
2020 — conf
An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing Engineering Applications in Cloud Infrastructures.
MICAI (1)
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
2020 J jnl
CMI: An online multi-objective genetic autoscaler for scientific and engineering workflows in cloud infrastructures with unreliable virtual machines.
J. Netw. Comput. Appl.
David A. Monge, Elina Pacini, Cristian Mateos, Enrique Alba, Carlos García Garino
2020 J jnl
Reinforcement Learning-based Autoscaling of Workflows in the Cloud: A Survey.
CoRR
Yisel Gari, David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
2019 J jnl
A Bio-inspired Datacenter Selection Scheduler for Federated Clouds and Its Application to Frost Prediction.
J. Netw. Syst. Manag.
Elina Pacini, Lucas Iacono, Cristian Mateos, Carlos García Garino
2018 J jnl
CMI: An Online Multi-objective Genetic Autoscaler for Scientific and Engineering Workflows in Cloud Infrastructures with Unreliable Virtual Machines.
CoRR
David A. Monge, Elina Pacini, Cristian Mateos, Enrique Alba, Carlos García Garino
2018 J jnl
Meta-heuristic based autoscaling of cloud-based parameter sweep experiments with unreliable virtual machines instances.
Comput. Electr. Eng.
David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
2016 J jnl
A bio-inspired scheduler for minimizing makespan and flowtime of computational mechanics applications on federated clouds.
J. Intell. Fuzzy Syst.
Elina Pacini, Cristian Mateos, Carlos García Garino, Claudio Careglio, Anibal Mirasso
2016 J jnl
Multi-objective Swarm Intelligence schedulers for online scientific Clouds.
Computing
Elina Pacini, Cristian Mateos, Carlos García Garino
2015 J jnl
Balancing throughput and response time in online scientific Clouds via Ant Colony Optimization (SP2013/2013/00006).
Adv. Eng. Softw.
Elina Pacini, Cristian Mateos, Carlos García Garino
2014 J jnl
Distributed job scheduling based on Swarm Intelligence: A survey.
Comput. Electr. Eng.
Elina Pacini, Cristian Mateos, Carlos García Garino
2014 J jnl
Dynamic Scheduling based on Particle Swarm Optimization for Cloud-based Scientific Experiments.
CLEI Electron. J.
Elina Pacini, Cristian Mateos, Carlos García Garino
2014 — conf
SI-Based Scheduling of Parameter Sweep Experiments on Federated Clouds.
CARLA
Elina Pacini, Cristian Mateos, Carlos García Garino
2013 J jnl
An ACO-inspired algorithm for minimizing weighted flowtime in cloud-based parameter sweep experiments.
Adv. Eng. Softw.
Cristian Mateos, Elina Pacini, Carlos García Garino
2013 — conf
SI-based scheduling of scientific experiments on Clouds.
IDAACS
Elina Pacini, Cristian Mateos, Carlos García Garino
2012 Misc conf
ACO-based dynamic job scheduling of parametric computational mechanics studies on Cloud Computing infrastructures.
High Performance Computing Workshop (1)
Carlos García Garino, Cristian Mateos, Elina Pacini
2011 — conf
Simulation on Cloud Computing Infrastructures of Parametric Studies of Nonlinear Solids Problems.
ADNTIIC
Elina Pacini, Melisa Ribero, Cristian Mateos, Anibal Mirasso, Carlos García Garino