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Research papers
List of publications
2024
Proceedings of the 38th ECMS International Conference on Modelling and Simulation Proceedings
European Council for Modelling and Simulation, vol. 38, 2024.
2023
New trends in over the top media service (OTT) web user behaviour analysis and unethical user prediction Journal Article Forthcoming
In: Mobile Networks and Applications : the journal of special issues on mobility of systems, users, data and computing, no. Article in press, pp. [1-17], Forthcoming, ISSN: 1572-8153.
Agent-based Simulation and analysis of Infrastructure-as-Code process to build and manage cloud environment Proceedings Article
In: Vicario, Enrico; Bandinelli, Romeo; Fani, Virginia; Mastroianni, Michele (Ed.): ECMS 2023 : proceedings of the 37th ECMS International Conference on Modelling and Simulation, June 20th – June 23rd, 2023 Florence, Italy, pp. 513-520, ECMS, Caserta, 2023, ISSN: 2522-2422.
2022
Intelligent transportation systems – models, challenges, security aspects Book Chapter
In: Kołodziej, Joanna; Repetto, Matteo; Duzha, Armend (Ed.): Cybersecurity of digital service chains : challenges, methodologies, and tools, vol. 13300, pp. 56-82, Springer, Cham, 2022, ISBN: 978-3-031-04036-8.
Agent and evolutionary-based modelling and simulation of a simplified living system Proceedings Article
In: Hameed, Ibrahim A.; Hasan, Agus; Alaliyat, Saleh Abdel-Afou (Ed.): ECMS 2022 : proceedings of the 36th ECMS International Conference on Modelling and Simulation, May 30th – June 3rd, 2022 Ålesund, Norway, pp. 296-302, European Council for Modelling and Simulation, Sbr.-Dudweiler, 2022, ISSN: 2522-2422.
2021
Security aspects in blockchain-based scheduling in mobile multi-cloud computing Proceedings Article
In: Lefevre, Laurent; Patterson, Stacy; Lee, Young Choon; Shen, Haiying; Ilager, Shashikant; Goudarzi, Mohammad; Toosi, Adel N.; Buyya, Rajkumar (Ed.): CCGrid 2021 : 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, 10-13 May 2021 Melbourne, Australia : proceedings, pp. 696-703, IEEE, Los Alamitos [etc.], 2021, ISBN: 978-1-7281-9586-5.
2020
2019
Big data in 5G distributed applications Book Chapter
In: Kołodziej, Joanna; González-Vélez, Horacio (Ed.): High-performance modelling and simulation for big data applications : selected results of the COST action IC1406 cHiPSet, vol. 11400, pp. 138-162, Springer, Cham, 2019, ISBN: 978-3-030-16272-6.
Ultra Wide Band Body Area Networks: Design and integration with computational clouds Book Chapter
In: Kołodziej, Joanna; González-Vélez, Horacio (Ed.): High-performance modelling and simulation for big data applications : selected results of the COST action IC1406 cHiPSet, vol. 11400, pp. 279-306, Springer, Cham, 2019, ISBN: 978-3-030-16272-6.
Towards ANN-based scalable hashing algorithm for secure task processing in computational clouds Proceedings Article
In: Iacono, Mauro; Palmieri, Francesco; Gribaudo, Marco; Ficco, Massimo (Ed.): Proceedings of the 33rd International ECMS Conference on Modelling and Simulation : ECMS 2019, June 11th - June 14th, 2019, Caserta, Italy, pp. 421-427, European Council for Modelling and Simulation, [S.l.], 2019, ISSN: 2522-2422.
Agent–based monitoring of the task scheduling in computational clouds Journal Article
In: Journal of Intelligent & Fuzzy Systems, vol. 37, iss. 6, pp. 7481-7492, 2019.
2018
Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security Journal Article
In: Future Generation Computer Systems, vol. 86, pp. 1106-1117, 2018.
Security supportive energy-aware scheduling and energy policies for cloud environments Journal Article
In: Journal of Parallel and Distributed Computing, vol. 119, pp. 191-202, 2018.
Polska Akademia Nauk. Instytut Podstawowych Problemów Techniki, 2018.
2017
Energy efficient scheduling methods for computational grids and clouds Journal Article
In: Journal of Telecommunications and Information Technology : JTIT, no. 1, pp. 56-64, 2017, ISSN: 1509-4553.
Non-deterministic security driven meta scheduler for distributed cloud organizations Journal Article
In: Simulation Modelling Practice and Theory, vol. 76, pp. 67-81, 2017.
Security supportive energy aware scheduling and scaling for cloud environments Proceedings Article
In: Paprika, Zita Zoltay; Horák, Péter; Váradi, Kata; Zwierczyk, Péter Tamás; Vidovics-Dancs, Ágnes; Rádics, János Péter (Ed.): 31st European Conference on Modelling and Simulation ECMS 2017, May 23rd - May 26th, 2017, Budapest, Hungary : proceedings, pp. 583-590, European Council for Modelling and Simulation, [S.l.], 2017, ISBN: 978-0-9932440-4-9.
2016
Application of selected supervised classification methods to bank marketing campaign Journal Article
In: Information Systems in Management, vol. 5, no. 1, pp. 36-48, 2016.
Towards secure Non-Deterministic Meta-Scheduling for clouds Best Paper Proceedings Article
In: Claus, Thorsen; Herrmann, Frank; Manitz, Michael; Rose, Oliver (Ed.): ECMS 2016 : 30th European Conference on Modelling and Simulation, Regensburg, Germany, May 31st – June 3rd, 2016 : proceedings, pp. 596-602, ECMS - The European Council for Modelling and Simulation ECMS, Sbr.-Dudweiler, 2016.
Data analytic and middleware: Multi-agent systems Technical Report
2016.
2015
Short analysis of implementation and resource utilization for the OpenStack cloud computing platform Proceedings Article
In: Mladenov, Valeri M.; Spasov, Grisha; Georgieva, Petia; Petrova, Galidiya (Ed.): ECMS 2015 : 29th European Conference on Modelling and Simulation, Albena (Varna), Bulgaria, May 26th - 29th, 2015 : proceedings, pp. 608-614, ECMS - The European Council for Modelling and Simulation ECMS, Sbr.-Dudweiler, 2015, ISBN: 978-0-9932440-0-1.
Artificial Neural Network support to monitoring of the evolutionary driven security aware scheduling in computational distributed environments Journal Article
In: Future Generation Computer Systems, vol. 51, pp. 72-86, 2015, ISBN: 0167-739X.
The analysis of OpenStack Cloud Computing Platform: features and performance Journal Article
In: Journal of Telecommunications and Information Technology : JTIT, no. 3, pp. 52-57, 2015.
2014
Using Artificial Neural Network for monitoring and supporting the grid scheduler performance Proceedings Article
In: Squazzoni, Flaminio (Ed.): ECMS 2014 : 28th European Conference on Modelling and Simulation, May 27-30, 2014, Brescia, Italy : proceedings, pp. 515-522, ECMS - European Council for Modelling and Simulation ECMS, Dudweiler, 2014, ISBN: 978-0-9564944-8-1.
2013
Application of high-performance techniques for solving linear systems of algebraic equations Journal Article
In: Journal of Telecommunications and Information Technology : JTIT, no. 4, pp. 85-91, 2013.