Security, Modelling and Performance Evaluation Group
Info
Team leader
Team members
Systems Modelling and Performance Evaluation and Security Group (SMaPESG) conducts research on models of computer systems and novel methods of modelling. In the scope of interests of the Group there are mainly models of computer networks. We are engaged in simulation and analytical modelling, both queuing models and other methods. Our experience embraces using of well-established modelling packages, like NS, OmNET++ or PRISM as well as creation of advanced proprietary software working in parallel environments.
Publications
Published
2021
- Kempa W.; Rydarowska-Kurzbauer J.; Halama M.; Smuda E.; Biel M.; Statistical and Econometric Analysis of Selected Effects of COVID-19 Pandemic; Multidisciplinary Aspects of Production Engineering ; 2021
- Kumar R.; Soodan B.; Kuaban G.; Czekalski P.; Sharma S.; Performance Analysis of a Cloud Computing System using Queuing Model with Correlated Task Reneging; Journal of Physics: Conference Series, presented in 5th International Scientific Conference on Information, Control, and Communication Technologies (ICCT-2021) 4-7 October 2021, Astrakhan, Russian Federation; 2021
- Nycz M.; Nycz T.; Czachórski T.; Fluid-Flow Approximation in the Analysis of Vast Energy-Aware Networks; Mathematics; 2021
- Byrski A.; Czachórski T.; Gelenbe E.; Grochla K.; Murayama Y.; Computer Science Protecting Human Society Against Epidemics; ANTICOVID 2021; 2021
- Gelenbe E.; NOBEL PRIZE 50 YEARS AGO; Europhysics News ; 2021
- Kuaban G.; Soodan B.; Kumar R.; Czekalski P.; Analysis of the Performance of a Cloud Computing Processing Queue with Correlated Reneging of Tasks and Resubmission; 2021 International Conference on Electrical, Computer and Energy Technologies (ICECET); 2021
- Atmaca T.; Kamli A.; Kuaban G.; Czachórski T.; Performance Evaluation of the Packet Aggregation Mechanism of an N-GREEN Metro Network Node; Modelling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) Workshop 2020; 2021
- Nakip M.; Asut A.; Kocabıyık C.; Güzeliş C.; A Smart Home Demand Response System based on Artificial Neural Networks Augmented with Constraint Satisfaction Heuristic; 13th INTERNATIONAL CONFERENCE on ELECTRICAL and ELECTRONICS ENGINEERING (ELECO); 2021
- Saylam A.; Kelesoglu N.; Cikmazel R.; Nakip M.; Rodoplu V.; Dynamic Positioning Interval Based On Reciprocal Forecasting Error (DPI-RFE) Algorithm for Energy-Efficient Mobile IoT Indoor Positioning; International Conference on Computer, Information and Telecommunication Systems (CITS); 2021
- Gelenbe E.; Nakip M.; Marek D.; Czachórski T.; Diffusion Analysis Improves Scalability of IoTNetworks to Mitigate the Massive Access Problem; 2021 Mascots: 29th International Symposium on the Modelling, Analysis and Simulation of Computer and Telecommunication Systems; 2021
- Nakip M.; Gelenbe E.; MIRAI Botnet Attack Detection with Auto-Associative Dense Random Neural Network; 2021 IEEE Global Communications Conference; 2021
- Çakan E.; Şahin A.; Nakip M.; Rodoplu V.; Multi-Layer Perceptron Decomposition Architecture for Mobile IoT Indoor Positioning; 7th IEEE World Forum on the Internet of Things; 2021
- Nakip M.; Helva A.; Güzeliş C.; Rodoplu V.; Subspace-Based Emulation of the Relationship Between Forecasting Error and Network Performance in Joint Forecasting-Scheduling for the Internet of Things; 7th IEEE World Forum on the Internet of Things; 2021
- Nakip M.; Güzeliş C.; Yıldız O.; Recurrent Trend Predictive Neural Network for Multi-Sensor Fire Detection; IEEE Access; 2021
- Fröhlich P.; Gelenbe E.; Nowak M.; Reinforcement Learning and Energy-Aware Routing; ACM 4th FlexNets'21 Workshop, ACM SIGCOMM 2021; 2021
- Siavvas M.; Kehagias D.; Tzovaras D.; Gelenbe E.; A hierarchical model for quantifying software security based on static analysis alerts and software metrics; Software Quality Journal; 2021
- Gelenbe E.; Brasseur G.; Chefneux L.; Devant V.; Halloin V.; Haton J.; Judkiewicz M.; Rentier B.; Weikmans R.; On Sharing Knowledge And Fostering “Open Science”; Ubiquity (ACM Journal); 2021