Listar por tema "Computing nodes"
Mostrando ítems 1-5 de 5
-
A Deep Learning Model for Data Synopses Management in Pervasive Computing Applications
(2021)Pervasive computing involves the placement of processing units and services close to end users to support intelligent applications that will facilitate their activities. With the advent of the Internet of Things (IoT) and ... -
An Ensemble Model for Data Imputation to Support Pervasive Applications
(2022)Pervasive Computing (PC) opens up the room for the adoption of devices very close to end users that gives the opportunity to interact with them and execute various applications to facilitate their every day activities. ... -
Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training?
(2021)Over the last years, deep learning has gained an increase in popularity in various domains introducing complex models to handle the data explosion. However, while such model architectures can support the enormous amount ... -
Proactive Attack Detection at the Edge through an Ensemble Deep Learning Model
(2021)The new form of the Web involves numerous devices present in two infrastructures, i.e., the Internet of Things (IoT) and the Edge Computing (EC) infrastructure. IoT devices are adopted to record ambient data and host ... -
A QoS-Aware, Proactive Tasks Offloading Model for Pervasive Applications
(2022)Edge Computing (EC) is a promising paradigm that provides multiple computation and analytics capabilities close to data sources while alleviating the drawbacks of centralized systems. Nonetheless, due to the limited ...