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@article{DBLP:journals/fgcs/GariPRMM24,
  author       = {Yisel Gari and
                  Elina Pacini and
                  Luciano Robino and
                  Cristian Mateos and
                  David A. Monge},
  title        = {Online RL-based cloud autoscaling for scientific workflows: Evaluation
                  of Q-Learning and {SARSA}},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {157},
  pages        = {573--586},
  year         = {2024}
}

@article{DBLP:journals/eaai/GariMPMG21,
  author       = {Yisel Gari and
                  David A. Monge and
                  Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Reinforcement learning-based application Autoscaling in the Cloud:
                  {A} survey},
  journal      = {Eng. Appl. Artif. Intell.},
  volume       = {102},
  pages        = {104288},
  year         = {2021}
}

@inproceedings{DBLP:conf/micai/YannibelliPMMR21,
  author       = {Virginia Yannibelli and
                  Elina Pacini and
                  David A. Monge and
                  Cristian Mateos and
                  Guillermo Rodr{\'{\i}}guez},
  title        = {Endowing the {MIA} Cloud Autoscaler with Adaptive Evolutionary and
                  Particle Swarm Multi-Objective Optimization Algorithms},
  booktitle    = {{MICAI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13067},
  pages        = {383--400},
  publisher    = {Springer},
  year         = {2021}
}

@article{DBLP:journals/jnca/MongePMAG20,
  author       = {David A. Monge and
                  Elina Pacini and
                  Cristian Mateos and
                  Enrique Alba and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {{CMI:} An online multi-objective genetic autoscaler for scientific
                  and engineering workflows in cloud infrastructures with unreliable
                  virtual machines},
  journal      = {J. Netw. Comput. Appl.},
  volume       = {149},
  year         = {2020}
}

@article{DBLP:journals/sp/YannibelliPMMR20,
  author       = {Virginia Yannibelli and
                  Elina Pacini and
                  David A. Monge and
                  Cristian Mateos and
                  Guillermo Rodr{\'{\i}}guez},
  title        = {A Comparative Analysis of {NSGA-II} and {NSGA-III} for Autoscaling
                  Parameter Sweep Experiments in the Cloud},
  journal      = {Sci. Program.},
  volume       = {2020},
  pages        = {4653204:1--4653204:17},
  year         = {2020}
}

@inproceedings{DBLP:conf/micai/YannibelliPMMR20,
  author       = {Virginia Yannibelli and
                  Elina Pacini and
                  David A. Monge and
                  Cristian Mateos and
                  Guillermo Rodr{\'{\i}}guez},
  title        = {An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing
                  Engineering Applications in Cloud Infrastructures},
  booktitle    = {{MICAI} {(1)}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12468},
  pages        = {249--263},
  publisher    = {Springer},
  year         = {2020}
}

@article{DBLP:journals/corr/abs-2001-09957,
  author       = {Yisel Gari and
                  David A. Monge and
                  Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Reinforcement Learning-based Autoscaling of Workflows in the Cloud:
                  {A} Survey},
  journal      = {CoRR},
  volume       = {abs/2001.09957},
  year         = {2020}
}

@article{DBLP:journals/jnsm/PaciniIMG19,
  author       = {Elina Pacini and
                  Lucas Iacono and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {A Bio-inspired Datacenter Selection Scheduler for Federated Clouds
                  and Its Application to Frost Prediction},
  journal      = {J. Netw. Syst. Manag.},
  volume       = {27},
  number       = {3},
  pages        = {688--729},
  year         = {2019}
}

@article{DBLP:journals/cee/MongePMG18,
  author       = {David A. Monge and
                  Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Meta-heuristic based autoscaling of cloud-based parameter sweep experiments
                  with unreliable virtual machines instances},
  journal      = {Comput. Electr. Eng.},
  volume       = {69},
  pages        = {364--377},
  year         = {2018}
}

@article{DBLP:journals/corr/abs-1811-00989,
  author       = {David A. Monge and
                  Elina Pacini and
                  Cristian Mateos and
                  Enrique Alba and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {{CMI:} An Online Multi-objective Genetic Autoscaler for Scientific
                  and Engineering Workflows in Cloud Infrastructures with Unreliable
                  Virtual Machines},
  journal      = {CoRR},
  volume       = {abs/1811.00989},
  year         = {2018}
}

@article{DBLP:journals/computing/PaciniMG16,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Multi-objective Swarm Intelligence schedulers for online scientific
                  Clouds},
  journal      = {Computing},
  volume       = {98},
  number       = {5},
  pages        = {495--522},
  year         = {2016}
}

@article{DBLP:journals/jifs/PaciniMGCM16,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino and
                  Claudio Careglio and
                  Anibal Mirasso},
  title        = {A bio-inspired scheduler for minimizing makespan and flowtime of computational
                  mechanics applications on federated clouds},
  journal      = {J. Intell. Fuzzy Syst.},
  volume       = {31},
  number       = {3},
  pages        = {1731--1743},
  year         = {2016}
}

@article{DBLP:journals/aes/PaciniMG15,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Balancing throughput and response time in online scientific Clouds
                  via Ant Colony Optimization {(SP2013/2013/00006)}},
  journal      = {Adv. Eng. Softw.},
  volume       = {84},
  pages        = {31--47},
  year         = {2015}
}

@article{DBLP:journals/cee/PaciniMG14,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Distributed job scheduling based on Swarm Intelligence: {A} survey},
  journal      = {Comput. Electr. Eng.},
  volume       = {40},
  number       = {1},
  pages        = {252--269},
  year         = {2014}
}

@article{DBLP:journals/cleiej/PaciniMG14,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Dynamic Scheduling based on Particle Swarm Optimization for Cloud-based
                  Scientific Experiments},
  journal      = {{CLEI} Electron. J.},
  volume       = {17},
  number       = {1},
  year         = {2014}
}

@inproceedings{DBLP:conf/carla/PaciniMG14,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {SI-Based Scheduling of Parameter Sweep Experiments on Federated Clouds},
  booktitle    = {{CARLA}},
  series       = {Communications in Computer and Information Science},
  volume       = {485},
  pages        = {28--42},
  publisher    = {Springer},
  year         = {2014}
}

@article{DBLP:journals/aes/MateosPG13,
  author       = {Cristian Mateos and
                  Elina Pacini and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {An ACO-inspired algorithm for minimizing weighted flowtime in cloud-based
                  parameter sweep experiments},
  journal      = {Adv. Eng. Softw.},
  volume       = {56},
  pages        = {38--50},
  year         = {2013}
}

@inproceedings{DBLP:conf/idaacs/PaciniMG13,
  author       = {Elina Pacini and
                  Cristian Mateos and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {SI-based scheduling of scientific experiments on Clouds},
  booktitle    = {{IDAACS}},
  pages        = {699--704},
  publisher    = {{IEEE}},
  year         = {2013}
}

@inproceedings{DBLP:conf/hpc/GarinoMP12,
  author       = {Carlos Garc{\'{\i}}a Garino and
                  Cristian Mateos and
                  Elina Pacini},
  title        = {ACO-based dynamic job scheduling of parametric computational mechanics
                  studies on Cloud Computing infrastructures},
  booktitle    = {High Performance Computing Workshop {(1)}},
  series       = {Advances in Parallel Computing},
  volume       = {24},
  pages        = {103--122},
  publisher    = {{IOS} Press},
  year         = {2012}
}

@inproceedings{DBLP:conf/adntiic/PaciniRMMG11,
  author       = {Elina Pacini and
                  Melisa Ribero and
                  Cristian Mateos and
                  Anibal Mirasso and
                  Carlos Garc{\'{\i}}a Garino},
  title        = {Simulation on Cloud Computing Infrastructures of Parametric Studies
                  of Nonlinear Solids Problems},
  booktitle    = {{ADNTIIC}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7547},
  pages        = {58--70},
  publisher    = {Springer},
  year         = {2011}
}

@inproceedings{DBLP:conf/qest/NaumovichB09,
  author       = {Elina Pacini Naumovich and
                  Simona Bernardi},
  title        = {Integrating TPNs and Performance Bound Techniques in ITPN-PerfBound:
                  {A} New Import Functionality},
  booktitle    = {{QEST}},
  pages        = {285--286},
  publisher    = {{IEEE} Computer Society},
  year         = {2009}
}

@inproceedings{DBLP:conf/tacas/NaumovichBG09,
  author       = {Elina Pacini Naumovich and
                  Simona Bernardi and
                  Marco Gribaudo},
  title        = {ITPN-PerfBound: {A} Performance Bound Tool for Interval Time Petri
                  Nets},
  booktitle    = {{TACAS}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5505},
  pages        = {50--53},
  publisher    = {Springer},
  year         = {2009}
}
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