Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems. - Souhila Benmakrelouf; Cédric St-Onge; Nadjia Kara; Hanine Tout; Claes Edstrom; Yves Lemieux (Future Gener. Comput. Syst., 2020)

Detection of time series patterns and periodicity of cloud computing workloads. - Cédric St-Onge; Nadjia Kara; Omar Abdel Wahab 001; Claes Edstrom; Yves Lemieux (Future Gener. Comput. Syst., 2020)

Generic SDE and GA-based workload modeling for cloud systems. - Cédric St-Onge; Souhila Benmakrelouf; Nadjia Kara; Hanine Tout; Claes Edstrom; Rafi Rabipour (J. Cloud Comput., 2021)

NFVLearn: A multi-resource, long short-term memory-based virtual network function resource usage prediction architecture. - Cédric St-Onge; Nadjia Kara; Claes Edstrom (Softw. Pract. Exp., 2023)

Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique. - Cédric St-Onge; Nadjia Kara; Claes Edstrom (J. Supercomput., 2023)