IEEE

Resource Management From Single-Domain 5G to End-to-End 6G Network Slicing: A Survey

Abstract: Network Slicing (NS) is one of the pillars of the fifth/sixth generation (5G/6G) of mobile networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical ...
Microsoft

Enhancing Network Management Using Code Generated by Large Language Models

Analyzing network topologies and communication graphs plays a crucial role in contemporary network management. However, the absence of a cohesive approach leads to a challenging learning curve, ...
IEEE

On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6G

Abstract: Zero-touch network and service management (ZSM) is a key pillar of 6G networks. It allows the 6G management and orchestration framework to operate the networks without external (e.g., human) ...
Microsoft

MeshAgent: Enabling Reliable Network Management with Large Language Models

The emergence of large language models (LLMs) offers great promise for building domain-specific agents, but adapting them for network management remains challenging. To understand why, we conduct a ...