[HTML][HTML] Navigating the nexus of AI and IoT: A comprehensive review of data analytics and privacy paradigms

A Marengo - Internet of Things, 2024 - Elsevier
Abstract Integrating Artificial Intelligence (AI) with the Internet of Things (IoT) has propelled
technological innovation across various industries. This systematic literature review explores …

A survey on networked data streaming with apache kafka

TP Raptis, A Passarella - IEEE access, 2023 - ieeexplore.ieee.org
Apache Kafka has become a popular solution for managing networked data streaming in a
variety of applications, from industrial to general purpose. This paper systematically surveys …

Unsupervised gan-based intrusion detection system using temporal convolutional networks and self-attention

PF de Araujo-Filho, M Naili, G Kaddoum… - … on Network and …, 2023 - ieeexplore.ieee.org
Fifth-generation (5G) networks provide connectivity to a massive number of devices and
boost a plethora of applications in several different domains. However, the large adoption of …

Distributed intelligence for IoT-based smart cities: a survey

IA Hashem, A Siddiqa, FA Alaba, M Bilal… - Neural Computing and …, 2024 - Springer
The remarkable miniaturization of Internet of Things (IoT)-based systems and the rise of
distributed intelligence are promising research paradigms in the design of smart cities. IoT …

A machine learning-based model for epidemic forecasting and faster drug discovery

KD Stergiou, GM Minopoulos, VA Memos… - Applied Sciences, 2022 - mdpi.com
Today, healthcare system models should have high accuracy and sensitivity so that patients
do not have a misdiagnosis. For this reason, sufficient knowledge of the area is required …

Elastic data analytics for the cloud-to-things continuum

S Laso, J Berrocal, P Fernandez… - IEEE Internet …, 2022 - ieeexplore.ieee.org
The massive deployment of Internet-connected devices has led to an increase in the
collection of data that are then used by companies to improve their decision-making …

Managing and deploying distributed and deep neural models through Kafka-ML in the cloud-to-things continuum

A Carnero, C Martín, DR Torres, D Garrido… - IEEE …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is constantly growing, generating an uninterrupted data stream
pipeline to monitor physical world information. Hence, Artificial Intelligence (AI) continuously …

[HTML][HTML] Expanding the cloud-to-edge continuum to the IoT in serverless federated learning

D Loconte, S Ieva, A Pinto, G Loseto, F Scioscia… - Future Generation …, 2024 - Elsevier
Serverless computing enables greater flexibility and efficiency in the cloud-to-edge
continuum. Artificial Intelligence and Machine Learning (AI/ML) applications benefit greatly …

Computational and communication infrastructure challenges for resilient cloud services

HF Martinez, OH Mondragon, HA Rubio, J Marquez - Computers, 2022 - mdpi.com
Fault tolerance and the availability of applications, computing infrastructure, and
communications systems during unexpected events are critical in cloud environments. The …

Intent-based management for the distributed computing continuum

A Morichetta, N Spring, P Raith… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Managing digital and connected systems has become increasingly challenging in the past
decade due to their scale and complexity. A new perspective is required to manage these …