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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},
url = {https://doi.org/10.1016/j.future.2024.04.014},
doi = {10.1016/J.FUTURE.2024.04.014},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/GariPRMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.engappai.2021.104288},
doi = {10.1016/J.ENGAPPAI.2021.104288},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/GariMPMG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/YannibelliPMMR21,
author = {Virginia Yannibelli and
Elina Pacini and
David A. Monge and
Cristian Mateos and
Guillermo Rodr{\'{\i}}guez},
editor = {Ildar Z. Batyrshin and
Alexander F. Gelbukh and
Grigori Sidorov},
title = {Endowing the {MIA} Cloud Autoscaler with Adaptive Evolutionary and
Particle Swarm Multi-Objective Optimization Algorithms},
booktitle = {Advances in Computational Intelligence - 20th Mexican International
Conference on Artificial Intelligence, {MICAI} 2021, Mexico City,
Mexico, October 25-30, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13067},
pages = {383--400},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89817-5\_29},
doi = {10.1007/978-3-030-89817-5\_29},
timestamp = {Fri, 22 Oct 2021 15:23:47 +0200},
biburl = {https://dblp.org/rec/conf/micai/YannibelliPMMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.jnca.2019.102464},
doi = {10.1016/J.JNCA.2019.102464},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnca/MongePMAG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1155/2020/4653204},
doi = {10.1155/2020/4653204},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sp/YannibelliPMMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/YannibelliPMMR20,
author = {Virginia Yannibelli and
Elina Pacini and
David A. Monge and
Cristian Mateos and
Guillermo Rodr{\'{\i}}guez},
editor = {Lourdes Mart{\'{\i}}nez{-}Villase{\~{n}}or and
Oscar Herrera{-}Alc{\'{a}}ntara and
Hiram E. Ponce and
F{\'{e}}lix Castro{-}Espinoza},
title = {An NSGA-III-Based Multi-objective Intelligent Autoscaler for Executing
Engineering Applications in Cloud Infrastructures},
booktitle = {Advances in Soft Computing - 19th Mexican International Conference
on Artificial Intelligence, {MICAI} 2020, Mexico City, Mexico, October
12-17, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12468},
pages = {249--263},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-60884-2\_19},
doi = {10.1007/978-3-030-60884-2\_19},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/micai/YannibelliPMMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://arxiv.org/abs/2001.09957},
eprinttype = {arXiv},
eprint = {2001.09957},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1007/s10922-018-9481-0},
doi = {10.1007/S10922-018-9481-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jnsm/PaciniIMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.compeleceng.2017.12.007},
doi = {10.1016/J.COMPELECENG.2017.12.007},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/MongePMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {http://arxiv.org/abs/1811.00989},
eprinttype = {arXiv},
eprint = {1811.00989},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00989.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1007/s00607-014-0412-y},
doi = {10.1007/S00607-014-0412-Y},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computing/PaciniMG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.3233/JIFS-152094},
doi = {10.3233/JIFS-152094},
timestamp = {Sat, 25 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jifs/PaciniMGCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.advengsoft.2015.01.005},
doi = {10.1016/J.ADVENGSOFT.2015.01.005},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aes/PaciniMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.compeleceng.2013.11.023},
doi = {10.1016/J.COMPELECENG.2013.11.023},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cee/PaciniMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.19153/cleiej.17.1.2},
doi = {10.19153/CLEIEJ.17.1.2},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cleiej/PaciniMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/carla/PaciniMG14,
author = {Elina Pacini and
Cristian Mateos and
Carlos Garc{\'{\i}}a Garino},
editor = {Gonzalo Hern{\'{a}}ndez and
Carlos Jaime Barrios Hern{\'{a}}ndez and
Gilberto D{\'{\i}}az and
Carlos Garc{\'{\i}}a Garino and
Sergio Nesmachnow and
Tom{\'{a}}s P{\'{e}}rez{-}Acle and
Mario A. Storti and
Mariano V{\'{a}}zquez},
title = {SI-Based Scheduling of Parameter Sweep Experiments on Federated Clouds},
booktitle = {High Performance Computing - First {HPCLATAM} - {CLCAR} Latin American
Joint Conference, {CARLA} 2014, Valparaiso, Chile, October 20-22,
2014. Proceedings},
series = {Communications in Computer and Information Science},
volume = {485},
pages = {28--42},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-45483-1\_3},
doi = {10.1007/978-3-662-45483-1\_3},
timestamp = {Wed, 17 May 2017 10:54:55 +0200},
biburl = {https://dblp.org/rec/conf/carla/PaciniMG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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},
url = {https://doi.org/10.1016/j.advengsoft.2012.11.011},
doi = {10.1016/J.ADVENGSOFT.2012.11.011},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aes/MateosPG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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 = {{IEEE} 7th International Conference on Intelligent Data Acquisition
and Advanced Computing Systems, {IDAACS} 2013, Berlin, Germany, September
12-14, 2013},
pages = {699--704},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IDAACS.2013.6663015},
doi = {10.1109/IDAACS.2013.6663015},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/idaacs/PaciniMG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpc/GarinoMP12,
author = {Carlos Garc{\'{\i}}a Garino and
Cristian Mateos and
Elina Pacini},
editor = {Erik H. D'Hollander and
Jack J. Dongarra and
Ian T. Foster and
Lucio Grandinetti and
Gerhard R. Joubert},
title = {ACO-based dynamic job scheduling of parametric computational mechanics
studies on Cloud Computing infrastructures},
booktitle = {Transition of {HPC} Towards Exascale Computing - Selected Papers from
the High Performance Computing Workshop, Cetraro, Italy, June 25-29,
2012},
series = {Advances in Parallel Computing},
volume = {24},
pages = {103--122},
publisher = {{IOS} Press},
year = {2012},
url = {https://doi.org/10.3233/978-1-61499-322-3-103},
doi = {10.3233/978-1-61499-322-3-103},
timestamp = {Fri, 02 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hpc/GarinoMP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adntiic/PaciniRMMG11,
author = {Elina Pacini and
Melisa Ribero and
Cristian Mateos and
Anibal Mirasso and
Carlos Garc{\'{\i}}a Garino},
editor = {Francisco V. Cipolla Ficarra and
Kim H. Veltman and
Domen Verber and
Miguel Cipolla{-}Ficarra and
Florian Kamm{\"{u}}ller},
title = {Simulation on Cloud Computing Infrastructures of Parametric Studies
of Nonlinear Solids Problems},
booktitle = {Advances in New Technologies, Interactive Interfaces and Communicability
- Second International Conference, {ADNTIIC} 2011, Huerta Grande,
Argentina, December 5-7, 2011, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7547},
pages = {58--70},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-34010-9\_6},
doi = {10.1007/978-3-642-34010-9\_6},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/adntiic/PaciniRMMG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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} 2009, Sixth International Conference on the Quantitative Evaluation
of Systems, Budapest, Hungary, 13-16 September 2009},
pages = {285--286},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/QEST.2009.39},
doi = {10.1109/QEST.2009.39},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/qest/NaumovichB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/tacas/NaumovichBG09,
author = {Elina Pacini Naumovich and
Simona Bernardi and
Marco Gribaudo},
editor = {Stefan Kowalewski and
Anna Philippou},
title = {ITPN-PerfBound: {A} Performance Bound Tool for Interval Time Petri
Nets},
booktitle = {Tools and Algorithms for the Construction and Analysis of Systems,
15th International Conference, {TACAS} 2009, Held as Part of the Joint
European Conferences on Theory and Practice of Software, {ETAPS} 2009,
York, UK, March 22-29, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5505},
pages = {50--53},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00768-2\_5},
doi = {10.1007/978-3-642-00768-2\_5},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/tacas/NaumovichBG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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