Probabilistic knowledge-graph based workflow recommender for network management automation

E Aumayr, MX Wang… - 2019 IEEE 20th …, 2019 - ieeexplore.ieee.org
The move towards more complex and dynamic telecommunication networks renders the
need for more automation in the management system stringent. This is especially true in the …

Intelligent network management mechanisms as a step towards SG

AM Bosneag, MX Wang - … Conference on the Network of the …, 2017 - ieeexplore.ieee.org
The evolution of telecom networks towards 5G comes with challenges that permeate the
entire network structure and its management principles. In this paper, we outline how …

Graph-based Interpretable Anomaly Detection Framework for Network Slice Management in Beyond 5G Networks

A Chawla, AM Bosneag… - NOMS 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
5G and Beyond 5G systems are built with unprecedented scale, heterogeneity and
programmability in mind, and come with features such as increased technological …

Interpretability and performance of deep neural network based anomaly detection in cyber security and telecommunications

A Chawla - 2022 - research.thea.ie
The rapid development of technology and proliferation of data have driven businesses to
pursue anomaly detection research. The application of artificial neural networks (ANNs) in …

[PDF][PDF] Graph-based Framework for B5G Network Slice KPI Prediction with Interpretable Anomaly Detection

A Chawla, AM Bosneag, A Dalgkitsis - drive.google.com
A high degree of flexibility and programmability are fundamental architectural features for
5G/Beyond 5G telecommunication systems. In this context, offering an efficient operation …

[PDF][PDF] 基于知识图谱的智能故障诊断研究

刘瑞宏, 谢国**, 苑宗港, 宋文婷, 王高虎 - 邮电设计技术, 2020 - image.c114.com.cn
介绍了一种基于知识图谱的智能故障诊断系统, 通过构建电信领域知识图谱,
将电信网络领域零散的专家经验及庞大的产品, 案例知识和故障数据有效关联 …

[CITATION][C] Χρήση Τεχνητής Νοημοσύνης και Μηχανικής Μάθησης στην Υποστήριξη του Διαδικτύου των Πραγμάτων και Επικοινωνιών 5ης Γενιάς

AM Tsikki