Design and Evaluation of a Distributed Architecture for GeoSparkSim

Verónica Alba Valencia, Julio Proaño Orellana

Resultado de la investigación: Capítulo del libro/informe/acta de congresoContribución de conferenciarevisión exhaustiva

Resumen

The human being throughout history has developed ways to optimize his time and resources. Nowadays, mobility is one of the biggest problems. Traffic simulation tools are frequently used to study mobility problems. GeoSparkSim is a vehicular traffic simulation tool that extends Apache Spark to generate datasets of road network traffic significantly with the simulation of microscopic traffic that includes traffic lights, change of track, and the pursuit of vehicles. This work presents an architecture to implement and evaluate the GeoSparkSim simulation tool. The architecture was developed on different containers in Docker, and two stages of the study were created for its evaluation. Each stage contains 26 simulations in different geographic zones from the Quito city. Results show the potentials of GeoSparkSim in order to study traffic mobility and compare its implementation on different Cloud services such as Google, Amazon, and Azure. In order to have an acceptable simulation, we found a machine that has at least 146 GB in storage and 8 GB in RAM is recommended.

Idioma originalInglés
Título de la publicación alojadaCommunication, Smart Technologies and Innovation for Society - Proceedings of CITIS 2021
EditoresÁlvaro Rocha, Paulo Carlos López-López, Juan Pablo Salgado-Guerrero
EditorialSpringer Science and Business Media Deutschland GmbH
Páginas253-263
Número de páginas11
ISBN (versión impresa)9789811641251
DOI
EstadoPublicada - 2022
Evento7th International Conference on Science, Technology and Innovation for Society, CITIS 2021 - Virtual, Online
Duración: 26 may. 202128 may. 2021

Serie de la publicación

NombreSmart Innovation, Systems and Technologies
Volumen252
ISSN (versión impresa)2190-3018
ISSN (versión digital)2190-3026

Conferencia

Conferencia7th International Conference on Science, Technology and Innovation for Society, CITIS 2021
CiudadVirtual, Online
Período26/05/2128/05/21

Nota bibliográfica

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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