A survey on data analysis on large-Scale wireless networks: online stream processing, trends, and challenges

DSV Medeiros, HN Cunha Neto, MA Lopez… - Journal of Internet …, 2020 - Springer
In this paper we focus on knowledge extraction from large-scale wireless networks through
stream processing. We present the primary methods for sampling, data collection, and …

Sd-ran interactive management using in-band network telemetry in ieee 802.11 networks

PH Isolani, J Haxhibeqiri, I Moerman… - Journal of Network and …, 2023 - Springer
Future digital factories are becoming more and more softwarized. This introduces flexibility,
but the industry also demands robustness and Quality of Service (QoS) support. While 5G …

Support for 5g mission-critical applications in software-defined ieee 802.11 networks

PH Isolani, DJ Kulenkamp, JM Marquez-Barja… - Sensors, 2021 - mdpi.com
With the emergence of 5G networks and the stringent Quality of Service (QoS) requirements
of Mission-Critical Applications (MCAs), co-existing networks are expected to deliver higher …

WiMCA: multi-indicator client association in software-defined Wi-Fi networks

B Gómez, E Coronado, JM Villalón, R Riggio… - Wireless …, 2021 - Springer
In a world with increasing traffic demands, wireless technologies aim to meet them by means
of new Radio Access Technologies that provide faster connectivity. Such is the case of 4G …

A Trust-based Cooperative System for Efficient Wi-Fi Radio Access Networks

A Raschellà, MH Eiza, M Mackay, Q Shi… - IEEE Access, 2023 - ieeexplore.ieee.org
This paper proposes a novel trust-based cooperative system to facilitate efficient Wi-Fi
network access trading to solve the network congestion problem in a beneficial manner for …

Optimization of IoT slices in wifi enterprise networks

F Fami, N Hammami, C Pham, KK Nguyen - Proceedings of the 37th …, 2022 - dl.acm.org
The increasing number of differentiated IoT services introduced to wireless networks are
coming with diverse and sometimes conflicting requirements. Network slicing in 5G is the …

Intelligent Load Balancing and Resource Allocation in O-RAN: A Multi-Agent Multi-Armed Bandit Approach

CH Lai, LH Shen, KT Feng - 2023 IEEE 34th Annual …, 2023 - ieeexplore.ieee.org
The open radio access network (O-RAN) architecture offers a cost-effective and scalable
solution for internet service providers to optimize their networks using machine learning …

An intelligent call admission control algorithm for load balancing in 5G-satellite networks

M Bello - 2024 - wlv.openrepository.com
Cellular networks are projected to deal with an immense rise in data traffic, as well as an
enormous and diverse device, plus advanced use cases, in the nearest future; hence, future …

Optimal Edge Nodes Deployment With Multi Association for Smart Health

C Chen, P Li, X Jian, L Wu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The further evolution and integration of Internet of Things (IoT) and artificial intelligence (AI)
technologies would transform traditional health care processes into smart health care …

Slicing wi-fi networks for differentiated iot service provisioning

F Fami, N Hammami, C Pham… - 2022 IEEE Wireless …, 2022 - ieeexplore.ieee.org
Network slicing is among the most wanted features of the 5G to address the diverse
requirements of different classes of services, such as IoT applications. However, bringing the …