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Research papers

List of publications

2023

Nguyen, Ha Huy Cuong; Grzonka, Daniel; Khoa, Bui Thanh; Sagar, K. V. Daya; Abbasi, Irshad Ahmed; Mahaveerakannan, R.; Alkhayyat, Ahmed

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.

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Mycek, Andrzej; Grzonka, Daniel; Tchórzewski, Jacek

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.

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2022

Kołodziej, Joanna; Hopmann, Cornelio; Coppa, Giovanni; Grzonka, Daniel; Widłak, Adrian

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.

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Sośnicki, Adrian; Grzonka, Daniel; Gaża, Łukasz

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.

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2021

Wilczyński, Andrzej; Kołodziej, Joanna; Grzonka, Daniel

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.

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2019

Nejkovic, Valentina; Visa, Ari; Tosic, Milorad; Petrovic, Nenad; Valkama, Mikko; Koivisto, Mike; Talvitie, Jukka; Rancic, Svetozar; Grzonka, Daniel; Tchorzewski, Jacek; Kuonen, Pierre; Gortazar, Francisco

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.

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Kołodziej, Joanna; Grzonka, Daniel; Widłak, Adrian; Kisielewicz, Paweł

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.

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Tchórzewski, Jacek; Jakóbik, Agnieszka; Grzonka, Daniel

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.

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Grzonka, Daniel; Kołodziej, Joanna; Jakóbik, Agnieszka

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.

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2018

Grzonka, Daniel; Jakóbik, Agnieszka; Kołodziej, Joanna; Pllana, Sabri

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.

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Fernández-Cerero, Damián; Jakóbik, Agnieszka; Grzonka, Daniel; Kołodziej, Joanna; Fernández-Montes, Alejandro

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.

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Grzonka, Daniel

Inteligentne systemy monitoringu procesów harmonogramowania w rozproszonych środowiskach dużej skali w ujęciu wieloagentowym : rozprawa doktorska PhD Thesis

Polska Akademia Nauk. Instytut Podstawowych Problemów Techniki, 2018.

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2017

Jakóbik, Agnieszka; Grzonka, Daniel; Kołodziej, Joanna; Chis, Adriana E.; González-Vélez, Horacio

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.

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Jakóbik, Agnieszka; Grzonka, Daniel; Palmieri, Francesco

Non-deterministic security driven meta scheduler for distributed cloud organizations Journal Article

In: Simulation Modelling Practice and Theory, vol. 76, pp. 67-81, 2017.

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Jakóbik, Agnieszka; Grzonka, Daniel; Kołodziej, Joanna

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.

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2016

Grzonka, Daniel; Suchacka, Grażyna; Borowik, Barbara

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.

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Jakóbik, Agnieszka; Grzonka, Daniel; Kołodziej, Joanna; González-Vélez, Horacio

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.

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2015

Grzonka, Daniel; Szczygieł, Michał; Bernasiewicz, Artur; Wilczyński, Andrzej; Liszka, Marek

Short analysis of implementation and resource utilization for the OpenStack cloud computing platform Proceedings Article

In: Grisha Spasov Valeri M. Mladenov, Petia Georgieva (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.

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Grzonka, Daniel; Kołodziej, Joanna; Tao, Jie; Khan, Samme Ullah

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.

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Grzonka, Daniel

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.

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2014

Grzonka, Daniel; Kołodziej, Joanna; Tao, Jie

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.

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2013

Grzonka, Daniel

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.

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Profiles in research databases