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Publication search results
found 59 matches
- 2024
- Asma Bellili, Nadjia Kara:
A graphical deep learning technique-based VNF dependencies for multi resource requirements prediction in virtualized environments. Computing 106(2): 449-473 (2024) - 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) - Chengqi Li, Sarah Simionescu, Wenbo He, Sanzheng Qiao, Nadjia Kara, Chamseddine Talhi:
Utility-Preserving Face Anonymization via Differentially Private Feature Operations. INFOCOM 2024: 2279-2288 - 2023
- Laaziz Lahlou, Chafika Tata, Nadjia Kara, Aris Leivadeas, Abdelouahed Gherbi:
Edge-cloud online joint placement of Virtual Network Functions and allocation of compute and network resources using meta-heuristics. J. Ambient Intell. Humaniz. Comput. 14(6): 7531-7558 (2023) - Asma Bellili, Nadjia Kara:
An Efficient Adaptive Meta Learning Model Based VNFs Affinity for Resource Prediction Optimization in Virtualized Networks. J. Netw. Syst. Manag. 31(2): 40 (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): 555-578 (2023) - 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) - 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) - Hamza Ngadi, Ahcène Bounceur, Madani Bezoui, Laaziz Lahlou, Mohammad Hammoudeh, Nadjia Kara, Laurent Nana:
Toward A Digital Twin IoT for the Validation of AI Algorithms in Smart-City Applications. MLN 2023: 108-117 - 2022
- Houssem Eddine Mohamadi, Nadjia Kara, Mohand Lagha:
Heuristic-driven strategy for boosting aerial photography with multi-UAV-aided Internet-of-Things platforms. Eng. Appl. Artif. Intell. 112: 104854 (2022) - Mirna Awad, Nadjia Kara, Claes Edstrom:
SLO-aware dynamic self-adaptation of resources. Future Gener. Comput. Syst. 133: 266-280 (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: 396-408 (2022) - Mirna Awad, Nadjia Kara, Aris Leivadeas:
Utilization prediction-based VM consolidation approach. J. Parallel Distributed Comput. 170: 24-38 (2022) - 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
- Houssem Eddine Mohamadi, Nadjia Kara, Mohand Lagha:
Efficient algorithms for decision making and coverage deployment of connected multi-low-altitude platforms. Expert Syst. Appl. 184: 115529 (2021) - 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) - Souad Hadjres, Nadjia Kara, May El Barachi, Fatna Belqasmi:
An SLA-Aware Cloud Coalition Formation Approach for Virtualized Networks. IEEE Trans. Cloud Comput. 9(2): 475-491 (2021) - Hanine Tout, Azzam Mourad, Nadjia Kara, Chamseddine Talhi:
Multi-Persona Mobility: Joint Cost-Effective and Resource-Aware Mobile-Edge Computation Offloading. IEEE/ACM Trans. Netw. 29(3): 1408-1421 (2021) - Laaziz Lahlou, Arol Gbeto Fia, Nadjia Kara, Aris Leivadeas:
VAPNIC: A VersAtile shortest path-free VNF Placement using a divide-and-coNquer tactIC. GLOBECOM 2021: 1-7 - Laaziz Lahlou, Amina Bounas, Houssem Eddine Mohamadi, Nadjia Kara:
RAFALE: smaRt and scalable orchestrAtion system For virtuAL network sErvices. HPSR 2021: 1-6 - 2020
- 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) - Souad Hadjres, Fatna Belqasmi, May El Barachi, Nadjia Kara:
A green, energy, and trust-aware multi-objective cloud coalition formation approach. Future Gener. Comput. Syst. 111: 52-67 (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: 249-261 (2020) - 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) - Sarhad Arisdakessian, Omar Abdel Wahab, Azzam Mourad, Hadi Otrok, Nadjia Kara:
FoGMatch: An Intelligent Multi-Criteria IoT-Fog Scheduling Approach Using Game Theory. IEEE/ACM Trans. Netw. 28(4): 1779-1789 (2020) - 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 - 2019
- Hanine Tout, Nadjia Kara, Chamseddine Talhi, Azzam Mourad:
Proactive machine learning-based solution for advanced manageability of multi-persona mobile computing. Comput. Electr. Eng. 80 (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) - 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:
MAPLE: A Machine Learning Approach for Efficient Placement and Adjustment of Virtual Network Functions. J. Netw. Comput. Appl. 142: 37-50 (2019)
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