PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model

Thalita Vergilio, Muthu Ramachandran

Abstract

This paper presents a contribution to the fields of Big Data Analytics and Software Architecture, namely an emerging and unifying architectural pattern for big data processing in the cloud from a cloud consumer’s perspective. PaaS-BDP (Platform-as-a-Service for Big Data) is an architectural pattern based on resource pooling and the use of a unified programming model for building big data processing pipelines capable of processing both batch and stream data. It uses container cluster technology on a PaaS service model to overcome common shortfalls of current big data solutions offered by major cloud providers such as low portability, lack of interoperability and the risk of vendor lock-in.

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Paper Citation


in Harvard Style

Vergilio T. and Ramachandran M. (2018). PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model.In Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS, ISBN 978-989-758-297-4, pages 45-52. DOI: 10.5220/0006632400450052


in Harvard Style

Vergilio T. and Ramachandran M. (2018). PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model.In Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS, ISBN 978-989-758-297-4, pages 45-52. DOI: 10.5220/0006632400450052


in Bibtex Style

@conference{complexis18,
author={Thalita Vergilio and Muthu Ramachandran},
title={PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model},
booktitle={Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS,},
year={2018},
pages={45-52},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006632400450052},
isbn={978-989-758-297-4},
}


in Bibtex Style

@conference{complexis18,
author={Thalita Vergilio and Muthu Ramachandran},
title={PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model},
booktitle={Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS,},
year={2018},
pages={45-52},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006632400450052},
isbn={978-989-758-297-4},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS,
TI - PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model
SN - 978-989-758-297-4
AU - Vergilio T.
AU - Ramachandran M.
PY - 2018
SP - 45
EP - 52
DO - 10.5220/0006632400450052


in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Complexity, Future Information Systems and Risk - Volume 1: COMPLEXIS,
TI - PaaS-BDP - A Multi-Cloud Architectural Pattern for Big Data Processing on a Platform-as-a-Service Model
SN - 978-989-758-297-4
AU - Vergilio T.
AU - Ramachandran M.
PY - 2018
SP - 45
EP - 52
DO - 10.5220/0006632400450052