Zespół Modelowania, Oceny Efektywności i Bezpieczeństwa Systemów Komputerowych
Informacje
Kierownik zespołu
Członkowie zespołu
Publikacje
Opublikowane
2026
- Kelesoglu N.; Sobczak Ł.; Domańska J.; CPU Utilization Forecasting in Large-Scale Cloud Clusters Using Gradient Boosting; 7th Polish Conference on Artificial Intelligence (PP-RAI'2026); 2026
2025
- Halama M.; Optimization for Pre-trained CNNs; SCIENCE TECHNOLOGY ENGINEERING MATHEMATICS; 2025
- Bergquist J.; Gelenbe E.; Nasereddin M.; Sigman K.; Mitigating massive access with Quasi-Deterministic Transmission: Experiments and stationary analysis; Performance Evaluation ; 2025
- Gelenbe E.; Nasereddin M.; Data Driven Optimum Cyberattack Mitigation; IEEE DSAA'25: Data Science and Advanced Analytics Conference, Birmingham, UK; 2025
- Kuaban G.; Czachórski T.; Atmaca T.; Czekalski P.; Analytical Power Efficiency Models for Open Radio Access Network (O-RAN); 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication System; 2025
- Kuaban G.; Czachórski T.; Gelenbe E.; Pecka P.; Czekalski P.; Energy Dynamics of Green IoT Nodes with Time-Varying Energy Harvesting, Leakage, and Consumption Patterns; 33rd International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication System; 2025
- Kuaban G.; Atmaca T.; Turgut Z.; Czachórski T.; Czekalski P.; Leveraging Packet Aggregation to Optimise QoS and Energy Trade-offs in 5G/6G Optical Fronthaul Networks; The 21st International Conference on Wireless and Mobile Computing, Networking and Communications.; 2025
- Filus K.; Pokuciński S.; SPHEREA: Synthetic dataset generation for equirectangular panoramas of home environments; Knowledge-Based Systems; 2025
- Halama M.; Połys K.; Domańska J.; Speech-based analysis of aggression in social content: resistance of Large Language Models to signal degradation; 2025 IEEE International Conference on Big Data; 2025
- Filus K.; Domańska J.; How CNNs and ViTs perceive similarities between categories; European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD); 2025
- Sobczak Ł.; Biernacki P.; Domańska J.; Visual Encoding Method for Semantic Mapping with Federated Learning Concept; MobiHoc '25: Proceedings of the Twenty-sixth International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM Symposium on Mobile Ad Hoc Networking and Computing); 2025
- Zhang Z.; Han H.; Yan Z.; Gelenbe E.; A Survey on Cross-Shard Transaction Allocation Optimization and Processing Mechanisms; IEEE Communications Surveys and Tutorials; 2025
- Czekalski P.; Borowiecki M.; Pochopie´ B.; Kuaban G.; An Analysis and Implementation of the Switching Sequence Table Method; 29th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems; 2025
- Czekalski P.; Tokarz K.; Kuaban G.; Sell R.; Nikitenko A.; Berkolds K.; Lipka Ł.; Design and Implementation of a Next-Generation Remote Lab for IoT and Industry 4.0; 29th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems; 2025
- Sell R.; Czekalski P.; Tokarz K.; Kuaban G.; Nikitenko A.; Berkolds K.; Lipka L.; An international hands-on IoT education platform towards Industry; Proceedings of the Estonian Academy of Sciences; 2025
- Kuaban G.; Nycz T.; Nycz M.; Czachórski T.; Czekalski P.; Modelling the Transient Evolution of Queues in Plugged-in Electric Vehicles(PEV) Fast Charging Stations; 25th International Conference on Computational Science; 2025
- Nwobodo O.; Kuaban G.; Wereszczyński K.; CYRAN K.; Enhancing Learning in Augmented Reality (AR): A Deep Learning Framework for Predicting Memory Retention in AR Environments; 25th International Conference on Computational Science; 2025
- Kuaban G.; An Analytical Design Framework for Dimensioning Solar-powered Green IoT Nodes; The 21st International Wireless Communications & Mobile Computing Conference; 2025
Projekty
Modelowanie wielkoskalowych sieci Internetu Rzeczy opartych o komunikację radiową niskiej mocy i dużego zasięgu LoRa
Numer projektuBPN/BFR/2022/1/00019Kierownik projektuOkres realizacji-