Probabilistic knowledge-graph based workflow recommender for network management automation
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 …
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 …
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 …
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 …
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 …
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 …
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