Claes Edstrom

According to our database, Claes Edstrom authored at least 14 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Multivariate outlier filtering for A-NFVLearn: an advanced deep VNF resource usage forecasting technique.

Cédric St-Onge, Nadjia Kara, Claes Edstrom

J. Supercomput., September, 2023

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., March, 2023

VALKYRIE: a suite of topology-aware clustering approaches for cloud-based virtual network services.

Imane El Mansoum, Laaziz Lahlou, Fawaz A. Khasawneh, Nadjia Kara, Claes Edstrom

J. Supercomput., 2023

2022

RAFALE: Rethinking the provisioning of virtuAl network services using a Fast and scAlable machine LEarning approach.

Hanan Suwi, Laaziz Lahlou, Nadjia Kara, Claes Edstrom

J. Supercomput., 2022

DAVINCI: online and Dynamic Adaptation of eVolvable vIrtual Network services over Cloud Infrastructures.

Laaziz Lahlou, Nadjia Kara, Claes Edstrom

Future Gener. Comput. Syst., 2022

SLO-aware dynamic self-adaptation of resources.

Mirna Awad, Nadjia Kara, Claes Edstrom

Future Gener. Comput. Syst., 2022

2021

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

2020

MuSC: A multi-stage service chains embedding approach.

Imane El Mensoum, Omar Abdul Wahab, Nadjia Kara, Claes Edstrom

J. Netw. Comput. Appl., 2020

Detection of time series patterns and periodicity of cloud computing workloads.

Cédric St-Onge, Nadjia Kara, Omar Abdel Wahab, Claes Edstrom, Yves Lemieux

Future Gener. Comput. Syst., 2020

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

Cheetah: A fast unsupervised learning technique to provision next generation network services.

Laaziz Lahlou, Nadjia Kara, Mohssine Arouch, Claes Edstrom

Proceedings of the 6th International Workshop on Container Technologies and Container Clouds, 2020

2019

MAPLE: A <i>M</i>achine <i>L</i>earning Approach for <i>E</i>fficient <i>P</i>lacement and <i>A</i>djustment of Virtual Network Functions.

Omar Abdel Wahab, Nadjia Kara, Claes Edstrom, Yves Lemieux

J. Netw. Comput. Appl., 2019

FASTSCALE: A fast and scalable evolutionary algorithm for the joint placement and chaining of virtualized services.

Laaziz Lahlou, Nadjia Kara, Rafi Rabipour, Claes Edstrom, Yves Lemieux

J. Netw. Comput. Appl., 2019

Resource needs prediction in virtualized systems: Generic proactive and self-adaptive solution.

Souhila Benmakrelouf, Nadjia Kara, Hanine Tout, Rafi Rabipour, Claes Edstrom

J. Netw. Comput. Appl., 2019