Publications (7) Francisco Martínez Álvarez publications

filter_list Distributed, Parallel, and Cluster Computing

2023

  1. A new Apache Spark-based framework for big data streaming forecasting in IoT networks

    Journal of Supercomputing, Vol. 79, Núm. 10, pp. 11078-11100

2021

  1. On the Performance of Deep Learning Models for Time Series Classification in Streaming

    Advances in Intelligent Systems and Computing

  2. On the Performance of Deep Learning Models for Time Series Classification in Streaming

    15th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2020): Burgos, Spain ; September 2020

2020

  1. Automated Deployment of a Spark Cluster with Machine Learning Algorithm Integration

    Big Data Research, Vol. 19-20

2017

  1. Scalable forecasting techniques applied to big electricity time series

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

  1. Automated spark clusters deployment for big data with standalone applications integration

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Finding electric energy consumption patterns in big time series data

    Advances in Intelligent Systems and Computing