Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis

Daniel Staegemann, Matthias Volk, Tuan Vu, Sascha Bosse, Robert Häusler, Abdulrahman Nahhas, Matthias Pohl, Klaus Turowski

2020

Abstract

The utilization of data in general and big data in particular offers large opportunities, but is at the same time accompanied by a huge number of potential causes for failure. To avoid those pitfalls when realizing such undertakings, at the beginning, it is necessary to develop an in-depth understanding of those causes. This contribution analyses twelve real world case studies, from the big data and related domains, which were facing issues. The causes for the experienced problems were extracted and thereupon categorized, facilitating the understanding of practitioners and researchers that are engaged in the big data domain. Furthermore, potential avenues for future research are highlighted.

Paper Citation

in Harvard Style

Staegemann D., Volk M., Vu T., Bosse S., Häusler R., Nahhas A., Pohl M. and Turowski K. (2020). Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis.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 453-460. DOI: 10.5220/0009792504530460

in Bibtex Style

@conference{iotbds20,
author={Daniel Staegemann and Matthias Volk and Tuan Vu and Sascha Bosse and Robert Häusler and Abdulrahman Nahhas and Matthias Pohl and Klaus Turowski},
title={Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis},
booktitle={Proceedings of the 5th International Conference on Internet of Things, Big Data and Security - Volume 1: IoTBDS,},
year={2020},
pages={453-460},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009792504530460},
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 - Determining Potential Failures and Challenges in Data Driven Endeavors: A Real World Case Study Analysis
SN - 978-989-758-426-8
AU - Staegemann D.
AU - Volk M.
AU - Vu T.
AU - Bosse S.
AU - Häusler R.
AU - Nahhas A.
AU - Pohl M.
AU - Turowski K.
PY - 2020
SP - 453
EP - 460
DO - 10.5220/0009792504530460