1 citations · 1 across the 7 of their papers we have counts for
7 papers
Optimizing LoRa for Edge Computing with TinyML Pipeline for Channel Hopping
Marla Grunewald, Mounir Bensalem, Admela Jukan
We propose to integrate long-distance LongRange (LoRa) communication solution for sending the data from IoT to the edge computing system, by taking advantage of its unlicensed natu…
Effective ML Model Versioning in Edge Networks
Fin Gentzen, Mounir Bensalem, Admela Jukan
Machine learning (ML) models, data and software need to be regularly updated whenever essential version updates are released and feasible for integration. This is a basic but most…
Signaling Rate and Performance of RIS Reconfiguration and Handover Management in Next Generation Mobile Networks
Mounir Bensalem, Admela Jukan
We consider the problem of signaling rate and performance for an efficient control and management of RIS reconfigurations and handover in next generation mobile networks. To this e…
Predictive Intent Maintenance with Intent Drift Detection in Next Generation Network
Chukwuemeka Muonagor, Mounir Bensalem, Admela Jukan
Intent-Based Networking (IBN) is a known concept for enabling the autonomous configuration and self-adaptation of networks. One of the major issues in IBN is maintaining the applie…
Outage Probability Analysis of Wireless Paths with Faulty Reconfigurable Intelligent Surfaces
Mounir Bensalem, Admela Jukan
We consider a next generation wireless network incorporating a base station a set of typically low-cost and faulty Reconfigurable Intelligent Surfaces (RISs). The base station need…
Towards Optimal Serverless Function Scaling in Edge Computing Network
Mounir Bensalem, Francisco Carpio, Admela Jukan
Serverless computing has emerged as a new execution model which gained a lot of attention in cloud computing thanks to the latest advances in containerization technologies. Recentl…