A new QoS prediction model using hybrid IOWA-ANFIS with fuzzy C-means, subtractive clustering and grid partitioning

W Hussain, JM Merigó, MR Raza, H Gao - Information Sciences, 2022 - Elsevier
Abstract Quality of Service (QoS) is one of the key indicators to measure the overall
performance of cloud services. The quantitative measurement of the QoS enables the …

Dynamic SFC embedding algorithm assisted by federated learning in space–air–ground-integrated network resource allocation scenario

P Zhang, Y Zhang, N Kumar… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Traditional terrestrial wireless communication networks cannot support the requirements for
high-quality services for artificial intelligence applications such as smart cities. The space …

Combining simulation models and machine learning in healthcare management: strategies and applications

AM Ponsiglione, P Zaffino, C Ricciardi… - Progress in …, 2024 - iopscience.iop.org
Simulation models and artificial intelligence (AI) are largely used to address healthcare and
biomedical engineering problems. Both approaches showed promising results in the …

[HTML][HTML] Deep reinforcement learning with the random neural network

W Serrano - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
This paper proposes a Deep Reinforcement Learning (DRL) algorithm that expands the
Random Neural Network (RNN) Reinforcement Learning (RL) method to include the …

An artificial intelligence strategy for the deployment of future microservice-based applications in 6G networks

JB Ssemakula, JL Gorricho, G Kibalya… - Neural Computing and …, 2024 - Springer
Future applications to be supported by 6G networks are envisaged to be realized by loosely-
coupled and independent microservices. In order to achieve an optimal deployment of …

SFC-based multi-domain service customization and deployment

C Zhang, Y Liu, S Zhang, H Yang, F Li… - Computer Communications, 2023 - Elsevier
In order to satisfy diversified service demands, future networks are expected to provide
higher quality network services, especially in 5G scenarios. Network Function Virtualization …

Dependability of Network Services in the Context of NFV: A Taxonomy and State of the Art Classification

S Azadiabad, F Khendek - Journal of Network and Systems Management, 2024 - Springer
In the context of Network Function Virtualization (NFV), Network Services (NS) are realized
by interconnecting Virtual Network Functions (VNF) using Virtual Links (VL). Service …

Deep Stackelberg heuristic dynamic programming for frequency regulation of interconnected power systems considering flexible energy sources

L Yin, Y Wu - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
The flexible energy sources (FESs) could refuse to execute the generation commands (GCs)
if the benefits fell short of their expectations when applying traditional automatic generation …

A multi-stage graph based algorithm for survivable service function chain orchestration with backup resource sharing

G Kibalya, J Serrat, JL Gorricho, J Serugunda… - Computer …, 2021 - Elsevier
Network softwarisation introduces flexibility in network management by enabling the
deployment of network functions as software modules running on virtual machines …

Deployment of Future Services in a Multi-access Edge Computing Environment Using Intelligence at the Edge

JB Ssemakula, JL Gorricho, G Kibalya… - Journal of Network and …, 2023 - Springer
The transition to beyond fifth generation (B5G) and sixth generation (6G) networks will lead
to the support of new and future services, like virtual reality, vehicle collision avoidance or …