[HTML][HTML] Large language models meet next-generation networking technologies: A review
CN Hang, PD Yu, R Morabito, CW Tan - Future Internet, 2024 - mdpi.com
The evolution of network technologies has significantly transformed global communication,
information sharing, and connectivity. Traditional networks, relying on static configurations …
information sharing, and connectivity. Traditional networks, relying on static configurations …
Large language model (llm) for telecommunications: A comprehensive survey on principles, key techniques, and opportunities
Large language models (LLMs) have received considerable attention recently due to their
outstanding comprehension and reasoning capabilities, leading to great progress in many …
outstanding comprehension and reasoning capabilities, leading to great progress in many …
Interactive AI with retrieval-augmented generation for next generation networking
With the advance of artificial intelligence (AI), the concept of interactive AI (IAI) has been
introduced, which can interactively understand and respond not only to human user input …
introduced, which can interactively understand and respond not only to human user input …
Large language models for zero touch network configuration management
OG Lira, OM Caicedo… - IEEE Communications …, 2024 - ieeexplore.ieee.org
The zero-touch network and service management (ZSM) paradigm, a direct response to the
increasing complexity of communication networks, is a problem-solving approach. In this …
increasing complexity of communication networks, is a problem-solving approach. In this …
Genet: A multimodal llm-based co-pilot for network topology and configuration
B Ifland, E Duani, R Krief, M Ohana… - arXiv preprint arXiv …, 2024 - arxiv.org
Communication network engineering in enterprise environments is traditionally a complex,
time-consuming, and error-prone manual process. Most research on network engineering …
time-consuming, and error-prone manual process. Most research on network engineering …
Using large language models to understand telecom standards
A Karapantelakis, M Thakur, A Nikou… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
The Third Generation Partnership Project (3GPP) has successfully introduced standards for
global mobility. However, the volume and complexity of these standards has increased over …
global mobility. However, the volume and complexity of these standards has increased over …
An intent-based networks framework based on large language models
Motivated by the increasing complexity of today's communication networks, autonomous
networks (AN) have recently attracted much attention from industry and academia …
networks (AN) have recently attracted much attention from industry and academia …
Resource Management From Single-domain 5G to End-to-End 6G Network Slicing: A Survey
S Ebrahimi, F Bouali, OCL Haas - … Communications Surveys & …, 2024 - ieeexplore.ieee.org
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 …
networks. It provides the means for Mobile Network Operators (MNOs) to leverage physical …
PrivacyOracle: Configuring Sensor Privacy Firewalls with Large Language Models in Smart Built Environments
Modern smart buildings and environments rely on sensory infrastructure to capture and
process information about their inhabitants. However, it remains challenging to ensure that …
process information about their inhabitants. However, it remains challenging to ensure that …
Deploying Stateful Network Functions Efficiently using Large Language Models
Stateful network functions are increasingly used in data centers. However, their scalability
remains a significant challenge since parallelizing packet processing across multiple cores …
remains a significant challenge since parallelizing packet processing across multiple cores …