Claes Edstrom

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Unsupervised Learning

Clustering Approaches

Top Venues

Future Gener. Comput. Syst.

J. Netw. Comput. Appl.

J. Supercomput.

J. Cloud Comput.

Publications

Hanan Suwi, Nadjia Kara, Omar Abdul Wahab, Claes Edstrom, Yves Lemieux
Offline and Real-Time Policy-based Management for Virtualized Services: Conflict and Redundancy Detection, and Automated Resolution. J. Netw. Syst. Manag. 32 (3) (2024)
Imane El Mansoum, Laaziz Lahlou, Fawaz A. Khasawneh, Nadjia Kara, Claes Edstrom
VALKYRIE: a suite of topology-aware clustering approaches for cloud-based virtual network services. J. Supercomput. 79 (3) (2023)
Cédric St-Onge, Nadjia Kara, Claes Edstrom
NFVLearn: A multi-resource, long short-term memory-based virtual network function resource usage prediction architecture. Softw. Pract. Exp. 53 (3) (2023)
Cédric St-Onge, Nadjia Kara, Claes Edstrom
Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique. J. Supercomput. 79 (14) (2023)
Hanan Suwi, Laaziz Lahlou, Nadjia Kara, Claes Edstrom
RAFALE: Rethinking the provisioning of virtuAl network services using a Fast and scAlable machine LEarning approach. J. Supercomput. 78 (14) (2022)
Mirna Awad, Nadjia Kara, Claes Edstrom
SLO-aware dynamic self-adaptation of resources. Future Gener. Comput. Syst. 133 (2022)
Laaziz Lahlou, Nadjia Kara, Claes Edstrom
DAVINCI: online and Dynamic Adaptation of eVolvable vIrtual Network services over Cloud Infrastructures. Future Gener. Comput. Syst. 127 (2022)
Cédric St-Onge, Souhila Benmakrelouf, Nadjia Kara, Hanine Tout, Claes Edstrom, Rafi Rabipour
Generic SDE and GA-based workload modeling for cloud systems. J. Cloud Comput. 10 (1) (2021)
Souhila Benmakrelouf, Cédric St-Onge, Nadjia Kara, Hanine Tout, Claes Edstrom, Yves Lemieux
Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems. Future Gener. Comput. Syst. 102 (2020)
Cédric St-Onge, Nadjia Kara, Omar Abdel Wahab, Claes Edstrom, Yves Lemieux
Detection of time series patterns and periodicity of cloud computing workloads. Future Gener. Comput. Syst. 109 (2020)
Laaziz Lahlou, Nadjia Kara, Mohssine Arouch, Claes Edstrom
Cheetah: A fast unsupervised learning technique to provision next generation network services. WOC@Middleware (2020)
Imane El Mensoum, Omar Abdul Wahab, Nadjia Kara, Claes Edstrom
MuSC: A multi-stage service chains embedding approach. J. Netw. Comput. Appl. 159 (2020)
Laaziz Lahlou, Nadjia Kara, Rafi Rabipour, Claes Edstrom, Yves Lemieux
FASTSCALE: A fast and scalable evolutionary algorithm for the joint placement and chaining of virtualized services. J. Netw. Comput. Appl. 148 (2019)
Omar Abdel Wahab, Nadjia Kara, Claes Edstrom, Yves Lemieux
djustment of Virtual Network Functions. J. Netw. Comput. Appl. 142 (2019)
Souhila Benmakrelouf, Nadjia Kara, Hanine Tout, Rafi Rabipour, Claes Edstrom
Resource needs prediction in virtualized systems: Generic proactive and self-adaptive solution. J. Netw. Comput. Appl. 148 (2019)