Big Data Processing Tools Navigation Diagram

Martin Macak, Hind Bangui, Barbora Buhnova, András Molnár, Csaba Sidló

Abstract

Big Data processing has become crucial in many domains because the amount of the produced data has enormously increased almost everywhere. The effective selection of the right Big Data processing tool is hard due to the high number and large variety of the available state-of-the-art tools. Many research results agree that there is no one best Big Data solution for all needs and requirements. It is therefore essential to be able to navigate more efficiently in the world of Big Data processing tools. In this paper, we present a map of current Big Data processing tools, recommended according to their capabilities and advantageous properties identified in previously published academic benchmarks. This map—as a navigation diagram—is aimed at helping researchers and practitioners to filter a large amount of available Big Data processing tools according to the requirements and properties of their tasks. Additionally, we provide recommendations for future experiments comparing Big Data processing tools, to improve the navigation diagram.

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Paper Citation


in Harvard Style

Macak M., Bangui H., Buhnova B., Molnár A. and Sidló C. (2020). Big Data Processing Tools Navigation Diagram.In Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS, ISBN 978-989-758-426-8, pages 304-312. DOI: 10.5220/0009406403040312


in Bibtex Style

@conference{iotbds20,
author={Martin Macak and Hind Bangui and Barbora Buhnova and András Molnár and Csaba Sidló},
title={Big Data Processing Tools Navigation Diagram},
booktitle={Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,},
year={2020},
pages={304-312},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009406403040312},
isbn={978-989-758-426-8},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,
TI - Big Data Processing Tools Navigation Diagram
SN - 978-989-758-426-8
AU - Macak M.
AU - Bangui H.
AU - Buhnova B.
AU - Molnár A.
AU - Sidló C.
PY - 2020
SP - 304
EP - 312
DO - 10.5220/0009406403040312