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Claes Edstrom
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2020 – today
- 2024
- [j14]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): 57 (2024) - 2023
- [j13]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): 555-578 (2023) - [j12]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): 3298-3328 (2023) - [j11]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): 16206-16232 (2023) - 2022
- [j10]Laaziz Lahlou, Nadjia Kara, Claes Edstrom:
DAVINCI: online and Dynamic Adaptation of eVolvable vIrtual Network services over Cloud Infrastructures. Future Gener. Comput. Syst. 127: 396-408 (2022) - [j9]Mirna Awad, Nadjia Kara, Claes Edstrom:
SLO-aware dynamic self-adaptation of resources. Future Gener. Comput. Syst. 133: 266-280 (2022) - [j8]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): 15786-15819 (2022) - 2021
- [j7]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): 6 (2021) - 2020
- [j6]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: 680-700 (2020) - [j5]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: 249-261 (2020) - [j4]Imane El Mensoum, Omar Abdul Wahab, Nadjia Kara, Claes Edstrom:
MuSC: A multi-stage service chains embedding approach. J. Netw. Comput. Appl. 159: 102593 (2020) - [c1]Laaziz Lahlou, Nadjia Kara, Mohssine Arouch, Claes Edstrom:
Cheetah: A fast unsupervised learning technique to provision next generation network services. WOC@Middleware 2020: 19-24
2010 – 2019
- 2019
- [j3]Omar Abdel Wahab, Nadjia Kara, Claes Edstrom, Yves Lemieux:
MAPLE: A Machine Learning Approach for Efficient Placement and Adjustment of Virtual Network Functions. J. Netw. Comput. Appl. 142: 37-50 (2019) - [j2]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) - [j1]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)
Coauthor Index
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