Handling Efficient VNF Placement with Graph-Based Reinforcement Learning for SFC Fault Tolerance

S Ros, P Tam, I Song, S Kang, S Kim - Electronics, 2024 - mdpi.com
Network functions virtualization (NFV) has become the platform for decomposing the
sequence of virtual network functions (VNFs), which can be grouped as a forwarding graph …

[HTML][HTML] Reinforcement-Learning-Based Edge Offloading Orchestration in Computing Continuum

IR Martin, GI Arcas, T Cioara - Computers, 2024 - mdpi.com
The AI-driven applications and large data generated by IoT devices connected to large-
scale utility infrastructures pose significant operational challenges, including increased …

Congestion Management Using K-Means for Mobile Edge Computing 5G System

AH Ismail, ZH Ali, E Abdellatef, NA Sakr… - Wireless Personal …, 2024 - Springer
The congestion management mechanism is essential to manage the explosive evolution of
data traffic associated with advanced applications and services in the 5G system. As a result …

[PDF][PDF] Enhancing QoS for IoT Devices through Heuristics-based Computation Offloading in Multi-access Edge Computing.

M Myyara, O Lagnfdi, A Darif… - Infocommunications …, 2024 - real-j.mtak.hu
Multi-access Edge Computing (MEC) networks, particularly with the advent of 5G, aim to
reduce latency and increase speed to meet the demands of resource-intensive applications …

Projeto e Aná lise de Rede de Sensores em Né voa utilizando uma Abordagem com Otimizaà § ã o Multiobjetivo

AMA Ferreira - 2024 - teses.usp.br
Pequisas direcionadas a Internet of Things (IoT) têm sido desenvolvidas para diversas á
reas e setores ao decorrer dos anos. No entanto, há desafios relacionados a diferentes …