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10 papers · 1 filter
ML KPI Prediction in 5G and B5G Networks
Nguyen Phuc Tran, Oscar Delgado, Brigitte Jaumard +1
Network operators are facing new challenges when meeting the needs of their customers. The challenges arise due to the rise of new services, such as HD video streaming, IoT, autono…
Deep Reinforcement Learning-based Content Migration for Edge Content Delivery Networks with Vehicular Nodes
Sepideh Malektaji, Amin Ebrahimzadeh, Halima Elbiaze +2
With the explosive demands for data, content delivery networks are facing ever-increasing challenges to meet end-users quality-of-experience requirements, especially in terms of de…
On Computing In the Network: Covid-19 Coughs Detection Case Study
Soukaina Ouledsidi Ali, Zakaria Ait Hmitti, Halima Elbiaze +1
Computing in the network (COIN) is a promising technology that allows processing to be carried out within network devices such as switches and network interface cards. Time sensiti…
An Architecture for Provisioning In-Network Computing-Enabled Slices for Holographic Applications in Next-Generation Networks
Fatemeh Aghaaliakbari, Zakaria Ait Hmitti, Marsa Rayani +4
Applications such as holographic concerts are now emerging. However, their provisioning remains highly challenging. Requirements such as high bandwidth and ultra-low latency are st…
CaMP-INC: Components-aware Microservices Placement for In-Network Computing Cloud-Edge Continuum
Soukaina Ouledsidi Ali, Halima Elbiaze, Roch Glitho +1
Microservices are a promising technology for future networks, and many research efforts have been devoted to optimally placing microservices in cloud data centers. However, microse…
Market Driven Multi-domain Network Service Orchestration in 5G Networks
Mouhamad Dieye, Wael Jaafar, Halima Elbiaze +1
The advent of a new breed of enhanced multimedia services has put network operators into a position where they must support innovative services while ensuring both end-to-end Quali…