Cost Comparison of Lambda Architecture Implementations for Transportation Analytics using Public Cloud Software as a Service

Pedro F. Pérez-Arteaga, Cristian C. Castellanos, Harold Castro, Dario Correal, Luis A. Guzmán, Yves Denneulin

Abstract

Lambda architecture has gained high relevance for big data analytics by offering mixed and coordinated data processing: real time processing for fast data streams and batch processing for large workloads with high latency. However, concrete implementations over cloud infrastructures and cost comparisons are still not being sufficiently analyzed. This paper presents a cost comparison of Lambda architecture implementations using Software as a Service (SaaS) to support IT decision makers when streaming-analytics solutions must be implemented. To do that, a case study of transportation analytics is developed on three public cloud providers: Google Cloud Platform, Microsoft Azure, and Amazon Web Services Cloud. The evaluation is carried out by comparing deployment, configuration, development, and performance costs in a public-transportation delay-monitoring case study assessing various concurrency scenarios.

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Paper Citation


in Harvard Style

Pérez-Arteaga P., Castellanos C., Castro H., Correal D., Guzmán L. and Denneulin Y. (2018). Cost Comparison of Lambda Architecture Implementations for Transportation Analytics using Public Cloud Software as a Service.In Proceedings of the 13th International Conference on Software Technologies - Volume 1: SE-CLOUD, ISBN 978-989-758-320-9, pages 855-862. DOI: 10.5220/0006869308550862


in Bibtex Style

@conference{se-cloud18,
author={Pedro F. Pérez-Arteaga and Cristian C. Castellanos and Harold Castro and Dario Correal and Luis A. Guzmán and Yves Denneulin},
title={Cost Comparison of Lambda Architecture Implementations for Transportation Analytics using Public Cloud Software as a Service},
booktitle={Proceedings of the 13th International Conference on Software Technologies - Volume 1: SE-CLOUD,},
year={2018},
pages={855-862},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006869308550862},
isbn={978-989-758-320-9},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 13th International Conference on Software Technologies - Volume 1: SE-CLOUD,
TI - Cost Comparison of Lambda Architecture Implementations for Transportation Analytics using Public Cloud Software as a Service
SN - 978-989-758-320-9
AU - Pérez-Arteaga P.
AU - Castellanos C.
AU - Castro H.
AU - Correal D.
AU - Guzmán L.
AU - Denneulin Y.
PY - 2018
SP - 855
EP - 862
DO - 10.5220/0006869308550862