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Publication Detailed Description
Aggregating and managing big realtime data in the cloud: Application to intelligent transport for smart cities
VEHITS 2015 - Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems
Year (definitive publication)
2015
Language
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Country
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Abstract
The increasing power of computer hardware and the sophistication of computer software have brought
many new possibilities to information world. On one side the possibility to analyse massive data sets has
brought new insight, knowledge and information. On the other, it has enabled to massively distribute
computing and has opened to a new programming paradigm called Service-Oriented Computing particularly
well adapted to cloud computing. Applying these new technologies to the transport industry can bring new
understanding to town transport infrastructures. The objective of our work is to manage and aggregate cloud
services for managing big data and assist in decision making for transport systems. Thus this paper presents
our approach for developing data storage, data cleaning and data integration services to make an efficient
decision support system. Our services will implement algorithms and strategies that consume storage and
computing resources of the cloud. For this reason, appropriate consumption models will guide their use.
Proposing big data management strategies for data produced by transport infrastructures, whilst maintaining
cost effective systems deployed on the cloud, is a promising approach.
Acknowledgements
We thank the Région Rhône-Alpes who finances the thesis work of Gavin Kemp by means of the ARC 7
programme (http://www.arc7-territoiresmobilites.rhonealpes.fr/), as well as the competitiveness cluster LUTB Transport & Mobility Systems.
Systems,
Keywords
ITS,Big Data,Cloud Services,NoSQL
Fields of Science and Technology Classification
- Computer and Information Sciences - Natural Sciences
- Electrical Engineering, Electronic Engineering, Information Engineering - Engineering and Technology
Awards
Nomination for conference best paper award
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