151 citations · 421 across the 34 of their papers we have counts for
37 papers
Securing the Management Plane in Intent-based Cellular Networks
Kashif Mehmood, Katina Kralevska, Danilo Gligoroski
IBN is an emerging network management paradigm that allows automated closed-loop control and management of network devices and services. Closed-loop control requires security primi…
Knowledge Graph Embedding in Intent-Based Networking
Kashif Mehmood, Katina Kralevska, David Palma
This paper presents a novel approach to network management by integrating intent-based networking (IBN) with knowledge graphs (KGs), creating a more intuitive and efficient pipelin…
GRAND Massive Parallel Decoding Framework for Low Latency in Beyond 5G
Danilo Gligoroski, Sahana Sridhar, Katina Kralevska
We propose a massive parallel decoding GRAND framework. The framework introduces two novelties: 1. A likelihood function for -QAM demodulated signals that effectively reduces th…
Direct-Conflict Resolution in Intent-Driven Autonomous Networks
Idris Cinmere, Kashif Mehmood, Katina Kralevska +1
As network systems evolve, there is an escalating demand for automated tools to facilitate efficient management and configuration. This paper explores conflict resolution in Intent…
Knowledge-based Intent Modeling for Next Generation Cellular Networks
Kashif Mehmood, Katina Kralevska, David Palma
Intent-based networking (IBN) facilitates the representation of consumer expectations in a declarative and domain-independent form. However, mapping intents to service and resource…
Secure Service Implementation with Slice Isolation and WireGuard
Sondre Kielland, Ali Esmaeily, Katina Kralevska +1
Network slicing enables the provision of services for different verticals over a shared infrastructure. Nevertheless, security is still one of the main challenges when sharing reso…