A Survey on Spatio-temporal Big Data Analytics Ecosystem: Resource Management, Processing Platform, and Applications

H Liang, Z Zhang, C Hu, Y Gong… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid evolution of the Internet, Internet of Things (IoT), and geographic information
systems (GIS), spatio-temporal Big Data (STBD) is experiencing exponential growth …

Training and Serving Machine Learning Models at Scale

L Baresi, G Quattrocchi - International Conference on Service-Oriented …, 2022 - Springer
In recent years, Web services are becoming more and more intelligent (eg, in understanding
user preferences) thanks to the integration of components that rely on Machine Learning …

Optimizing performance and energy efficiency in massively parallel systems

R Nozal - 2022 - repositorio.unican.es
Heterogeneous systems are becoming increasingly relevant, due to their performance and
energy efficiency capabilities, being present in all types of computing platforms, from …