Wireless techniques are playing an increasingly important role in the Industrial Internet of
Things. However, the dependability of wireless communication systems is challenged facing …

Internet-of-Things (IoT) networks are composed of devices generating varying amounts of
data with diverse quality of service (QoS) requirements. Mission-critical IoT networks aim to …

Graph topologies have been detected in data captured in social networks, biological
networks, traffic networks, smart grids, and ecological networks. Graphs provide effective …

With the introduction of the Internet of Things (IoT) and 5G cellular networks, edge
computing will substantially alleviate the quality of service shortcomings of cloud computing …

In many scenarios (eg, hurricanes, earthquake, rural areas), edge devices cannot access
the cloud, which makes the cloud deep learning (DL) training approach inapplicable …

In this paper, we consider the decentralized constrained optimization problem in which the
objective is to minimize the sum of convex functions subject to equality and set constraints …

To meet the high-performance and reliability demands of 5G, the Radio Access Network
(RAN) is moving to a cloud-native architecture. The new microservice architecture promises …

Algoritmos de Machine Learning (ML) possibilitam processar um conjunto de dados de
entradas para gerar coeficientes que ajustem a saída a um resultado previamente …

Recently, wireless communications have significantly advanced in our daily lives,
particularly in terms of our ability to perform tasks and communicate without a physical …

With the introduction of the Internet of Things (IoT) and 5G cellular networks, edge
computing will substantially alleviate the quality of service shortcomings of cloud computing …