Claes Edstrom

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