[HTML][HTML] Machine learning based data collection protocol for intelligent transport systems: a real-time implementation on Dublin M50, Ireland
M Gillani, HA Niaz - Complex & Intelligent Systems, 2024 - Springer
The continuous global urbanization with rapid and dynamic transitioning in traffic situations
among highly populated cities results in difficulty for data collection and communication …
among highly populated cities results in difficulty for data collection and communication …
Characterizing Distributed Machine Learning Workloads on Apache Spark: (Experimentation and Deployment Paper)
Y Djebrouni, I Rocha, S Bouchenak, L Chen… - Proceedings of the 24th …, 2023 - dl.acm.org
Distributed machine learning (DML) environments are widely used in many application
domains to build decision-making systems. However, the complexity of these environments …
domains to build decision-making systems. However, the complexity of these environments …
A parallel and accurate method for large-scale image segmentation on a cloud environment
In this paper, we present a parallel algorithm for SLIC on Apache Spark, which we call
PSLIC-on-Spark. To this purpose, we have extended the original SLIC algorithm to use the …
PSLIC-on-Spark. To this purpose, we have extended the original SLIC algorithm to use the …
[PDF][PDF] Importance of memory management layer in big data architecture
The generation of daily massive amounts of heterogeneous data from a variety of sources
presents a challenge in terms of storage and analysis capabilities and brings new problems …
presents a challenge in terms of storage and analysis capabilities and brings new problems …