| Detection of time series patterns and periodicity of cloud computing workloads C St-Onge, N Kara, OA Wahab, C Edstrom, Y Lemieux Future Generation Computer Systems 109, 249-261, 2020 | 11 | 2020 |
| Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems S Benmakrelouf, C St-Onge, N Kara, H Tout, C Edstrom, Y Lemieux Future Generation Computer Systems 102, 680-700, 2020 | 11 | 2020 |
| Generic SDE and GA-based workload modeling for cloud systems C St-Onge, S Benmakrelouf, N Kara, H Tout, C Edstrom, R Rabipour Journal of Cloud Computing 10, 1-16, 2021 | 7 | 2021 |
| NFVLearn: A multi‐resource, long short‐term memory‐based virtual network function resource usage prediction architecture C St‐Onge, N Kara, C Edstrom Software: Practice and Experience 53 (3), 555-578, 2023 | 1 | 2023 |
| Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique C St-Onge, N Kara, C Edstrom The Journal of Supercomputing 79 (14), 16206-16232, 2023 | | 2023 |
| LSTM-Based VNF resource usage forecasting leveraging SFC resource attribute interdependencies C St-Onge École de technologie supérieure, 2023 | | 2023 |
| Conception d'outils de génération de charge de trafic dans des environnements de communication virtualisés C St-Onge École de technologie supérieure, 2018 | | 2018 |
| Input Feature Engineering for LSTM-Based VNF Resource Usage Prediction C St-Onge, N Kara, C Edstrom Available at SSRN 3997659, 0 | | |
nadjia karaProfessor, ETSVerified email at etsmtl.ca
