Agnieszka Jakobik

According to our database, Agnieszka Jakobik authored at least 27 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SimilarityTS: Toolkit for the evaluation of similarity for multivariate time series.

Alejandro Fernández-Montes, Damián Fernández-Cerero, Felipe Escalera-González, Agnieszka Jakóbik, Belén Bermejo, Carlos Juiz

SoftwareX, December, 2023

Evaluation Of Synthetically Generated Traces Towards A Data-Centre Digital Twin.

Alejandro Fernández-Montes, Damián Fernández-Cerero, Agnieszka Jakobik, Belén Bermejo, Carlos Juiz

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

Towards Data-Driven NARX ANN Simulation For Optimal Control Of The Flue Gas Desulphurization For Coal Power Plants.

Dominika Cywicka, Agnieszka Jakobik

Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022

Machine learning regression to boost scheduling performance in hyper-scale cloud-computing data centres.

Damián Fernández-Cerero, José A. Troyano, Agnieszka Jakóbik, Alejandro Fernández-Montes

J. King Saud Univ. Comput. Inf. Sci., 2022

Epistemic Games With Conditional Believes For Modelling Security Threats Defence In Cloud Computing Systems.

Lukasz Gaza, Agnieszka Jakobik

Proceedings of the 36th ECMS International Conference on Modelling and Simulation, 2022

2021

DISCERNER: Dynamic selection of resource manager in hyper-scale cloud-computing data centres.

Damián Fernández-Cerero, F. Javier Ortega, Agnieszka Jakóbik, Alejandro Fernández-Montes

Future Gener. Comput. Syst., 2021

An ANN-based scalable hashing algorithm for computational clouds with schedulers.

Jacek Tchórzewski, Agnieszka Jakóbik, Mauro Iacono

Int. J. Appl. Math. Comput. Sci., 2021

2020

Stackelberg game modeling of cloud security defending strategy in the case of information leaks and corruption.

Agnieszka Jakóbik

Simul. Model. Pract. Theory, 2020

Sphere: Simulator of edge infrastructures for the optimization of performance and resources energy consumption.

Damián Fernández-Cerero, Alejandro Fernández-Montes, F. Javier Ortega, Agnieszka Jakóbik, Adrian Widlak

Simul. Model. Pract. Theory, 2020

Limiting Global Warming by Improving Data-Centre Software.

Damián Fernández-Cerero, Alejandro Fernández-Montes, Agnieszka Jakóbik

IEEE Access, 2020

Towards Artificial Neural Network Hashing With Strange Attractors Usage.

Jacek Tchórzewski, Agnieszka Jakobik

Proceedings of the 34th International ECMS Conference on Modelling and Simulation, 2020

2019

Medical Data Processing and Analysis for Remote Health and Activities Monitoring.

Salvatore Vitabile, Michal Marks, Dragan Stojanovic, Sabri Pllana, José Manuel Molina, Mateusz Krzyszton, Andrzej Sikora, Andrzej Jarynowski, Farhoud Hosseinpour, Agnieszka Jakobik, Aleksandra Stojnev Ilic, Ana Respício, Dorin Moldovan, Cristina Pop, Ioan Salomie

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

GAME-SCORE: Game-based energy-aware cloud scheduler and simulator for computational clouds.

Damián Fernández-Cerero, Agnieszka Jakobik, Alejandro Fernández-Montes, Joanna Kolodziej

Simul. Model. Pract. Theory, 2019

Exploiting CloudSim in a multiformalism modeling approach for cloud based systems.

Enrico Barbierato, Marco Gribaudo, Mauro Iacono, Agnieszka Jakobik

Simul. Model. Pract. Theory, 2019

Agent-based monitoring of the task scheduling in computational clouds.

Daniel Grzonka, Joanna Kolodziej, Agnieszka Jakóbik

J. Intell. Fuzzy Syst., 2019

Towards ANN-Based Scalable Hashing Algorithm For Secure Task Processing In Computational Clouds.

Jacek Tchórzewski, Agnieszka Jakobik, Daniel Grzonka

Proceedings of the 33rd International ECMS Conference on Modelling and Simulation, 2019

2018

SCORE: Simulator for cloud optimization of resources and energy consumption.

Damián Fernández-Cerero, Alejandro Fernández-Montes, Agnieszka Jakobik, Joanna Kolodziej, Miguel Toro

Simul. Model. Pract. Theory, 2018

Security supportive energy-aware scheduling and energy policies for cloud environments.

Damián Fernández-Cerero, Agnieszka Jakobik, Daniel Grzonka, Joanna Kolodziej, Alejandro Fernández-Montes

J. Parallel Distributed Comput., 2018

Stackelberg games for modeling defense scenarios against cloud security threats.

Agnieszka Jakobik, Francesco Palmieri, Joanna Kolodziej

J. Netw. Comput. Appl., 2018

Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security.

Daniel Grzonka, Agnieszka Jakobik, Joanna Kolodziej, Sabri Pllana

Future Gener. Comput. Syst., 2018

Performance Optimisation Of Edge Computing Homeland Security Support Applications.

Marco Gribaudo, Mauro Iacono, Agnieszka Jakobik, Joanna Kolodziej

Proceedings of the European Conference on Modelling and Simulation, 2018

Stackelberg Game-Based Models In Energy-Aware Cloud Scheduling.

Damián Fernández-Cerero, Alejandro Fernández-Montes, Agnieszka Jakobik, Joanna Kolodziej

Proceedings of the European Conference on Modelling and Simulation, 2018

Analysis of Selected Cryptographic Services for Processing Batch Tasks in Cloud Computing Systems.

Agnieszka Jakóbik, Jacek Tchórzewski

Proceedings of the Modeling and Simulation in HPC and Cloud Systems., 2018

2017

Non-deterministic security driven meta scheduler for distributed cloud organizations.

Agnieszka Jakobik, Daniel Grzonka, Francesco Palmieri

Simul. Model. Pract. Theory, 2017

Security Supportive Energy Aware Scheduling And Scaling For Cloud Environments.

Agnieszka Jakobik, Daniel Grzonka, Joanna Kolodziej

Proceedings of the European Conference on Modelling and Simulation, 2017

2016

Big Data Security.

Agnieszka Jakobik

Proceedings of the Resource Management for Big Data Platforms, 2016

Towards Secure Non-Deterministic Meta-Scheduling For Clouds.

Agnieszka Jakobik, Daniel Grzonka, Joanna Kolodziej, Horacio González-Vélez

Proceedings of the 30th European Conference on Modelling and Simulation, 2016