The Internet of Things has been raised as an alternative for implementing different data
collection strategies. Because of the limited hardware, it is complemented with edge …

In the last few years, Internet of Things (IoT) devices are multiplicating their presence in our
daily life. This means that the data generated in our houses, offices, and common places is …

The proliferation of Internet of Things (IoT) devices has ushered in an era of unprecedented
data generation, necessitating innovative approaches to extract valuable insights while …

Federated Learning is a much-needed technology in this golden era of big data and Artificial
Intelligence, due to its vital role in preserving data privacy, and eliminating the need to …

Abstract Recently, Federated Learning (FL) has been explored as a new paradigm that
preserves both data privacy and end-users knowledge while reducing latency during model …

The analysis of data coming from massively deployed Internet of Things (IoT) devices pave
the way to a myriad of intelligent applications in several vertical domains. Federated …

With the increasing attention on Machine Learning applications, more and more companies
are involved in implementing AI components into their software products in order to improve …

Big data has remarkably evolved over the last few years to realize an enormous volume of
data generated from newly emerging services and applications and a massive number of …

In recent years, with more edge devices being put into use, the amount of data that is
created, transmitted and stored is increasing exponentially. Moreover, due to the …

Artificial Intelligence is an incessantly evolving and progressing technology. Machines can
exhibit humanoid intelligence, every now and then even better than humans. Its models are …