Now showing items 1-5 of 5

    • A resilient and distributed near real-time traffic forecasting application for Fog computing environments 

      Pérez, Juan Luis; Gutiérrez Torre, Alberto; Berral García, Josep Lluís; Carrera Pérez, David (Elsevier, 2018-10-01)
      Article
      Open Access
      In this paper we propose an architecture for a city-wide traffic modeling and prediction service based on the Fog Computing paradigm. The work assumes an scenario in which a number of distributed antennas receive data ...
    • Automatic distributed deep learning using resource-constrained edge devices 

      Gutiérrez Torre, Alberto; Bahadori, Kiyana; Baig, Shuja-ur-Rehman; Iqbal, Waheed; Vardanega, Tullio; Berral García, Josep Lluís; Carrera Pérez, David (Institute of Electrical and Electronics Engineers (IEEE), 2021)
      Article
      Open Access
      Processing data generated at high volume and speed from the Internet of Things, smart cities, domotic, intelligent surveillance, and e-healthcare systems require efficient data processing and analytics services at the Edge ...
    • Discovering ship navigation patterns towards environment impact modeling 

      Gutiérrez Torre, Alberto (Universitat Politècnica de Catalunya, 2017-04-28)
      Master thesis
      Open Access
      Covenantee:   Barcelona Supercomputing Center
      Ship positioning and maneuvering information is highly relevant to understand the levels of pollution on coastal cities and sea-life quality, containing latent patterns of vessels behavior, that are of utility on earth ...
    • Improving maritime traffic emission estimations on missing data with CRBMs 

      Gutiérrez Torre, Alberto; Berral García, Josep Lluís; Buchaca Prats, David; Guevara Vilardell, Marc; Soret, Albert; Carrera Pérez, David (Elsevier, 2020-07-07)
      Article
      Restricted access - publisher's policy
      Maritime traffic emissions are a major concern to governments as they heavily impact the Air Quality in coastal cities. Ships use the Automatic Identification System (AIS) to continuously report position and speed among ...
    • Learning user behaviours from website visit profiling 

      Gutiérrez Torre, Alberto (Universitat Politècnica de Catalunya, 2014-06-19)
      Master thesis (pre-Bologna period)
      Open Access
      El proyecto consiste en el diseño e implementación de un programa que analiza,a través de los registros o logs, el tráfico y los usuarios de servidores web. En concreto el proyecto pone énfasis en la generación automática ...