Supporting telecommunication alarm management system with trouble ticket prediction

MW Asres, MA Mengistu… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Fault alarm data emanated from heterogeneous telecommunication network services and
infrastructures are exploding with network expansions. Managing and tracking the alarms …

A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks

A Karapantelakis, A Nikou, A Kattepur, J Martins… - arXiv preprint arXiv …, 2024 - arxiv.org
In the near future, mobile networks are expected to broaden their services and coverage to
accommodate a larger user base and diverse user needs. Thus, they will increasingly rely …

Roots-tracing of communication network alarm: A real-time processing framework

M Liu, X Qi, L Liu, H Pan - Computer networks, 2021 - Elsevier
In the communication network, since the interconnection of a large number of components,
mobile network operators run Operations Support Systems that generate vast amounts of …

[PDF][PDF] 5G network access security model through deep neural networks clustering

SCV AYALA, OJ SALCEDO - Journal of Engineering Science …, 2022 - jestec.taylors.edu.my
Considering that a problem in the security of access to 5G networks is DOS attacks due to its
orientation to IoT, an alternative security model is proposed that provides a solution to this …

Unlocking the Power of Data in Telecom: Building an Effective MLOps Infrastructure for Model Deployment

AH Nia, FJ Kaleibar, F Feizi, F Rahimi… - 2023 7th Iranian …, 2023 - ieeexplore.ieee.org
The telecom industry is experiencing a data revolution, with vast amounts of data being
generated from various sources such as customer interactions, network logs, and sensor …

Trouble Tickets resolution time estimation: The Design of a Solution for a Real Case Scenario

R Colella - 2021 - diva-portal.org
Abstract Internet Service Providers are companies that deliver services managing a complex
network of apparatus and cables. Given the complexity of the network, it often happens that …

On the challenges of optical disaggregated data center networking for ML/AI applications

S Spadaro, A Pagès, F Agraz - Next-Generation Optical …, 2024 - spiedigitallibrary.org
The rising of applications with intense requirements in data volumes, storage space and
CPU/GPU utilization, such as Machine Learning/Artificial Intelligence (ML/AI) applications …

Interworking of M2M and oneM2M

S Kaushal, H Kumar - 2022 International Conference for …, 2022 - ieeexplore.ieee.org
Machine-to-Machine (M2M) develops as a next-generation communication system that
allows data to be ex-changed without human interaction either wirelessly or through cables …