76 citations · 77 across the 6 of their papers we have counts for
6 papers · 1 filter
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…
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…
Mission-Critical Public Safety Networking: An Intent-Driven Service Orchestration Perspective
Kashif Mehmood, David Palma, Katina Kralevska
Intent-based networking (IBN) provides a promising approach for managing networks and orchestrating services in beyond 5G (B5G) deployments using modern service-based architectures…
Intent-driven autonomous network and service management in future cellular networks: A structured literature review
Kashif Mehmood, Katina Kralevska, David Palma
Intent-driven networks are an essential stepping stone in the evolution of network and service management towards a truly autonomous paradigm. User centric intents provide an abstr…
Intent-based Network Management and Orchestration for Smart Distribution Grids
Kashif Mehmood, H. V. Kalpanie Mendis, Katina Kralevska +1
5G technology complements the enabling of communication services for different vertical industries such as smart distribution grids. Automation is an integral and necessary part of…