Claes Edstrom

MAPLE: A Machine Learning Approach for Efficient Placement and Adjustment of Virtual Network Functions

Omar Abdel Wahab, Nadjia Kara, Claes Edstrom et al. · Journal of Network and Computer Applications · 2019 · 43 citations

Mathematical Programming, Cluster Computing, Network Virtualization +15

Abnormal behavior detection using resource level to service level metrics mapping in virtualized systems

Souhila Benmakrelouf, Cédric St‐Onge, Nadjia Kara et al. · Future Generation Computer Systems · 2019 · 17 citations

Engineering, Data Science, Performance Monitoring +13

Detection of time series patterns and periodicity of cloud computing workloads

Cédric St‐Onge, Nadjia Kara, Omar Abdel Wahab et al. · Future Generation Computer Systems · 2020 · 13 citations

Cluster Computing, Engineering, Data Science +11

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

Laaziz Lahlou, Nadjia Kara, Rafi Rabipour et al. · Journal of Network and Computer Applications · 2019 · 12 citations

Cluster Computing, Engineering, Joint Placement +16

MuSC: A multi-stage service chains embedding approach

Imane El Mensoum, Omar Abdul Wahab, Nadjia Kara et al. · Journal of Network and Computer Applications · 2020 · 12 citations

Service Network, Engineering, Multi-stage Service Chains +6