A survey on beyond 5g network slicing for smart cities applications

W Rafique, J Barai, AO Fapojuwo… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Beyond fifth generation (B5G) is expected to tremendously improve network capabilities by
using a higher frequency band compared to 5G, capable of delivering higher network …

5G Resource Allocation Using Feature Selection and Greylag Goose Optimization Algorithm.

AA Alhussan, SK Towfek - Computers, Materials & Continua, 2024 - search.ebscohost.com
In the contemporary world of highly efficient technological development, fifth-generation
technology (5G) is seen as a vital step forward with theoretical maximum download speeds …

Mission critical communications support with 5G and network slicing

D Borsatti, C Grasselli, C Contoli… - … on Network and …, 2022 - ieeexplore.ieee.org
Mission Critical (MC) communications take a pivotal role to achieve effective Public
Protection and Disaster Relief (PPDR) actions. Even though 3GPP standards define MC …

Convergence of AI and MEC for autonomous IoT service provisioning and assurance in B5G

K Abbas, Y Cho, A Nauman, PW Khan… - IEEE Open Journal …, 2023 - ieeexplore.ieee.org
With the exponential growth of Internet of Things (IoT) devices, IoT has become a
transformative technology with applications spanning various domains. It encompasses a …

Autonomous network assurance in intent based networking: Vision and challenges

A Leivadeas, M Falkner - 2023 32nd International Conference …, 2023 - ieeexplore.ieee.org
Intent Based Networking (IBN) is a new paradigm that promises to create autonomous
networks that can comply to high-level intents of network users and exhibit self-adaptation …

Autonomous DRL-based energy efficient VM consolidation for cloud data centers

K Abbas, J Hong, N Van Tu, JH Yoo, JWK Hong - Physical Communication, 2022 - Elsevier
The exponential data growth and demands for high computing resources lead to excessive
resource use in cloud data centers, which cause an increase in energy consumption and …

Ontology driven closed control loop automation

A Randles, D O'Sullivan, J Keeney… - 2023 IEEE 9th …, 2023 - ieeexplore.ieee.org
Autonomic network management approaches have not been widely adopted, mainly due to
significant unsolved challenges. Challenges include technical complexity, lack of consistent …

Comparative Analysis of Time Series Prediction Algorithms on Multiple Network Function Data of NWDAF

D Chen, Q Song, Y Zhang, L Li… - International Journal of …, 2024 - Wiley Online Library
With the emergence and vigorous development of 5G technology, there is a significant surge
in network usage and traffic, resulting in heightened complexity within network and IT …

An intent-based network empowered by knowledge graph: Enhancement of intent translation and management function for vertical industry

D Wang, S Zhang, R Su, H Li… - 2023 IEEE/CIC …, 2023 - ieeexplore.ieee.org
In recent years, Intent-based Networks (IBNs) have emerged as an effective approach for
managing and optimizing complicated networks. However, contemporary IBN systems …

Adaptive ensemble learning-based network resource workload prediction for VNF lifecycle management

K Abbas, JH Yoo, JWK Hong - 2022 23rd Asia-Pacific Network …, 2022 - ieeexplore.ieee.org
Nowadays, Machine Learning (ML) approaches gain a lot of intention for automating and
managing Software-Defined Networking, and Network Function Virtualization (SDNNFV) …