A new QoS prediction model using hybrid IOWA-ANFIS with fuzzy C-means, subtractive clustering and grid partitioning
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 …
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
Traditional terrestrial wireless communication networks cannot support the requirements for
high-quality services for artificial intelligence applications such as smart cities. The space …
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
Simulation models and artificial intelligence (AI) are largely used to address healthcare and
biomedical engineering problems. Both approaches showed promising results in the …
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 …
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 …
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 …
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 …
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 …
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
Network softwarisation introduces flexibility in network management by enabling the
deployment of network functions as software modules running on virtual machines …
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 …
to the support of new and future services, like virtual reality, vehicle collision avoidance or …