Elina Pacini

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 12

Top Topics

Swarm Optimization

Virtual Machine

Scientific Workflows

Dynamic Scheduling

Top Venues

Comput. Electr. Eng.

J. Netw. Syst. Manag.

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, Elina Pacini, Cristian Mateos, Carlos García Garino
Reinforcement learning-based application Autoscaling in the Cloud: A survey. Eng. Appl. Artif. Intell. 102 (2021)
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
Endowing the MIA Cloud Autoscaler with Adaptive Evolutionary and Particle Swarm Multi-Objective Optimization Algorithms. MICAI (1) (2021)
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
A Comparative Analysis of NSGA-II and NSGA-III for Autoscaling Parameter Sweep Experiments in the Cloud. Sci. Program. 2020 (2020)
David A. Monge, Elina Pacini, Cristian Mateos, Enrique Alba, Carlos García Garino
CMI: An online multi-objective genetic autoscaler for scientific and engineering workflows in cloud infrastructures with unreliable virtual machines. J. Netw. Comput. Appl. 149 (2020)
Virginia Yannibelli, Elina Pacini, David A. Monge, Cristian Mateos, Guillermo Rodríguez
An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing Engineering Applications in Cloud Infrastructures. MICAI (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)
Elina Pacini, Lucas Iacono, Cristian Mateos, Carlos García Garino
A Bio-inspired Datacenter Selection Scheduler for Federated Clouds and Its Application to Frost Prediction. J. Netw. Syst. Manag. 27 (3) (2019)
David A. Monge, Elina Pacini, Cristian Mateos, Carlos García Garino
Meta-heuristic based autoscaling of cloud-based parameter sweep experiments with unreliable virtual machines instances. Comput. Electr. Eng. 69 (2018)
David A. Monge, Elina Pacini, Cristian Mateos, Enrique Alba, Carlos García Garino
CMI: An Online Multi-objective Genetic Autoscaler for Scientific and Engineering Workflows in Cloud Infrastructures with Unreliable Virtual Machines. CoRR (2018)
Elina Pacini, Cristian Mateos, Carlos García Garino
Multi-objective Swarm Intelligence schedulers for online scientific Clouds. Computing 98 (5) (2016)
Elina Pacini, Cristian Mateos, Carlos García Garino, Claudio Careglio, Anibal Mirasso
A bio-inspired scheduler for minimizing makespan and flowtime of computational mechanics applications on federated clouds. J. Intell. Fuzzy Syst. 31 (3) (2016)
Elina Pacini, Cristian Mateos, Carlos García Garino
Balancing throughput and response time in online scientific Clouds via Ant Colony Optimization (SP2013/2013/00006). Adv. Eng. Softw. 84 (2015)
Elina Pacini, Cristian Mateos, Carlos García Garino
Dynamic Scheduling based on Particle Swarm Optimization for Cloud-based Scientific Experiments. CLEI Electron. J. 17 (1) (2014)
Elina Pacini, Cristian Mateos, Carlos García Garino
Distributed job scheduling based on Swarm Intelligence: A survey. Comput. Electr. Eng. 40 (1) (2014)
Elina Pacini, Cristian Mateos, Carlos García Garino
SI-Based Scheduling of Parameter Sweep Experiments on Federated Clouds. CARLA (2014)
Cristian Mateos, Elina Pacini, Carlos García Garino
An ACO-inspired algorithm for minimizing weighted flowtime in cloud-based parameter sweep experiments. Adv. Eng. Softw. 56 (2013)
Elina Pacini, Cristian Mateos, Carlos García Garino
SI-based scheduling of scientific experiments on Clouds. IDAACS (2013)
Carlos García Garino, Cristian Mateos, Elina Pacini
ACO-based dynamic job scheduling of parametric computational mechanics studies on Cloud Computing infrastructures. High Performance Computing Workshop (1) (2012)
Elina Pacini, Melisa Ribero, Cristian Mateos, Anibal Mirasso, Carlos García Garino
Simulation on Cloud Computing Infrastructures of Parametric Studies of Nonlinear Solids Problems. ADNTIIC (2011)