AWS for Industries
Author: Imen Grida Ben Yahya
Imen is a Principal AI/ML Specialist Architect for Telco in Amazon Web Services. She is tech. Leading and building cloud native AI and ML including Generative AI on AWS services with key telco players to accelerate the move towards Smarter, Greener and Cloudified Networks. She holds a PhD on Cognitive Networks from Telecom SudParis, Institut Polytechnique de Paris, in 2008. She co-authored several research papers on AI for Networks (6G, 5G, Software Networks, Cloud Native Net). Imen participated in several conferences as organizer, member of several Technical Program Committee and is a public speaker.
Unleashing the power of Graphs: operating 5G networks with GNN and generative AI on AWS
Abstract: Networks are inherently graph-structured, as such a ‘network graph’ representation can be built and leveraged to address network operations problems. This post is an introduction for how to use Graph and Graph-related techniques (machine learning (ML) and generative AI) with AWS services to transform 5G network operations. We use an open-source network dataset and […]