Detecting anomalies in cellular networks using an ensemble method
GF Ciocarlie, U Lindqvist, S Nováczki… - Proceedings of the …, 2013 - ieeexplore.ieee.org
The Self-Organizing Networks (SON) concept includes the functional area known as self-
healing, which aims to automate the detection and diagnosis of, and recovery from, network …
healing, which aims to automate the detection and diagnosis of, and recovery from, network …
" Simple rules" for mobile network operators' strategic choices in future cognitive spectrum sharing networks
P Ahokangas, M Matinmikko, S Yrjola… - IEEE Wireless …, 2013 - ieeexplore.ieee.org
Spectrum sharing is becoming a necessity in future cellular networks due to the increasing
traffic demand and challenges of getting exclusive spectrum. This article reviews the …
traffic demand and challenges of getting exclusive spectrum. This article reviews the …
An ontological-based model to data governance for big data
A Castro, VA Villagra, P Garcia, D Rivera… - IEEE Access, 2021 - ieeexplore.ieee.org
Nowadays, companies and official bodies are using the data as a principal asset to take
strategic decisions. The advances in big data processing, storage and analysis techniques …
strategic decisions. The advances in big data processing, storage and analysis techniques …
A service-centric Q-learning algorithm for mobility robustness optimization in LTE
ML Marí-Altozano, SS Mwanje… - … on Network and …, 2021 - ieeexplore.ieee.org
Due to the diversity of mobile services and rising user expectations, mobile network
management has changed its focus from Quality of Service (QoS) to Quality of Experience …
management has changed its focus from Quality of Service (QoS) to Quality of Experience …
Machine learning-based dynamic frequency and bandwidth allocation in self-organized LTE dense small cell deployments
Self-organizing networks (SONs) are expected to minimize operational and capital
expenditure of the operators while improving the end users' quality of experience. To …
expenditure of the operators while improving the end users' quality of experience. To …
Understanding the effect that task complexity has on automation potential and opacity: Implications for algorithmic fairness
Scholars have increasingly focused on understanding different aspects of algorithms since
they not only affect individual choices and decisions but also influence and shape societal …
they not only affect individual choices and decisions but also influence and shape societal …
Live field trial of Licensed Shared Access (LSA) concept using LTE network in 2.3 GHz band
M Palola, M Matinmikko, J Prokkola… - 2014 IEEE …, 2014 - ieeexplore.ieee.org
This paper presents the results from a live field trial of the new Licensed Shared Access
(LSA) concept using a TD-LTE network in the 2.3 GHz spectrum band in Finland. In the trial …
(LSA) concept using a TD-LTE network in the 2.3 GHz spectrum band in Finland. In the trial …
Mobility enhancements for LTE-advanced multilayer networks with inter-site carrier aggregation
In this article we first summarize some of the most recent HetNet mobility studies for
LTEAdvanced, and use these to highlight the challenges that should be further addressed in …
LTEAdvanced, and use these to highlight the challenges that should be further addressed in …
Detection of economic denial of sustainability (EDoS) threats in self-organizing networks
This paper reviews the threat of economic denial of sustainability on recent communication
networks and discusses their adaptation to emergent scenarios suited for self-organization …
networks and discusses their adaptation to emergent scenarios suited for self-organization …
Network resource management drives machine learning: a survey and future research direction
Network resource management is one of the vibrant factors in the current dynamic
technological computing paradigms. This reduces poor resource utilization; network …
technological computing paradigms. This reduces poor resource utilization; network …