Youtubed activities
Dec 2023
01
Dec
Pushing Programmability to the Edge and beyond: the Evolutions of Mobile Networks Architecture towards Smart Radio Environments
This talk precede the talk of Prof. Andrea Araldo "Technical and economic strategies for Multi-Tenant Edge Computing". The evolution of the architecture of Mobile Radio [...]
Nov 2023
30
Nov
Phd Thesis Defense : Artificial Intelligence for Resource Allocation in Multi-Tenant Edge Computing
We consider in this thesis Edge Computing (EC) as a multi-tenant environment where Net- work Operators (NOs) own edge resources deployed in base stations, central [...]
29
Nov
Reinforcement Learning and optimization for an energy and resource efficient 5G slicing
This talk, which will be the rehearsal of my thesis, addresses resource allocation problems in 5G networks. Our objective is to leverage network slicing (e.g. [...]
29
Nov
Coverage and Capacity of Joint Communication and Sensing in Wireless Networks
Joint Communication and Sensing (JCAS) is a technology aiming at integrating both communication and sensing in one single system. It requires the reevaluation of network [...]
22
Nov
From Data Networks to Intelligent Networks: In-Network Computing's Promise
In-network computing technologies encompass a range of approaches and tools designed to enable computation and data processing within the network infrastructure, such as Network Interface [...]
22
Nov
Gossip learning with linear models on fully distributed data
In the realm of distributed machine learning, a novel approach called Gossip Learning, was presented in 2013 by the paper "Gossip Learning with Linear Models [...]
15
Nov
Developing Python packages with Poetry and Package Helper 3
When you develop a Python project, it is highly recommended that you design it as a Python package, which gives you access to a variety [...]
08
Nov
Performance Analysis of RIS-assisted MIMO-OFDM Cellular Networks Based on Matern Cluster Processes
Reconfigurable Intelligent Surfaces (RIS) technology are a promising physical-layer candidate for sixth-generation (6G) cellular networks. This paper provides a system-level performance assessment of RIS-assisted multi-input [...]
08
Nov
The Projection Method: A Unified Framework for Community Detection
We present the class of projection methods for community detection that generalizes many popular community detection methods. In this framework, we represent each clustering (partition) [...]
Oct 2023
25
Oct
Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications.
Federated learning (FL) is an emerging distributed learning technique, through which models can be trained using the data collected by user devices in resource-constrained situations [...]
