5 papers
A Self-Calibrating Agentic AI Framework for Autonomous Edge Resource Allocation
Fin Gentzen, Marla Grunewald, Iulisloi Zacarias +2
Large Language Models (LLMs) are increasingly deployed as autonomous agents, transitioning from static conversational interfaces to dynamic systems capable of complex reasoning, to…
Enhancing Secure Intent-Based Networking with an Agentic AI: The EU Project MARE Approach
Iulisloi Zacarias, Marla Grunewald, Fin Gentzen +2
In the EU project MARE, a novel plane was proposed and used in combination with intent-based networking (IBN), allowing the operator to focus on what, rather than on how. Recently,…
Optimum Network Slicing for Ultra-reliable Low Latency Communication (URLLC) Services in Campus Networks
Iulisloi Zacarias, Francisco Carpio, André Costa Drummond +1
Within 3GPP, the campus network architecture has evolved as a deployment option for industries and can be provisioned using network slicing over already installed 5G public network…
On Effectiveness of Graph Neural Network Architectures for Network Digital Twins (NDTs)
Iulisloi Zacarias, Oussama Ben Taarit, Admela Jukan
Future networks, such as 6G, will need to support a vast and diverse range of interconnected devices and applications, each with its own set of requirements. While traditional netw…
Evaluating the Impact of Inter-cluster Communications in Edge Computing
Marc Michalke, Iulisloi Zacarias, Admela Jukan +2
Distributed applications based on micro-services in edge computing are becoming increasingly popular due to the rapid evolution of mobile networks. While Kubernetes is the default…