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Authors: Wolfgang Weiss ; Víctor Juan Expósito Jiménez and Herwig Zeiner

Affiliation: JOANNEUM RESEARCH Forschungsgesellschaft mbH, Austria

Keyword(s): Distributed Systems, Out-of-Order Event Compensation, Event Processing.

Abstract: Event processing is order and time sensitive and therefore assumes temporally correct ordered event streams, even in distributed systems, to be able to create correct results. In this work we discuss implementations of four different out-of-order event compensation algorithms that use different kinds of dynamic time-out buffering techniques, and we compare those to a static buffering method. This is an approach which is generally applicable and easy to integrate for existing distributed systems such as for Internet of Things applications. For the evaluation, specific datasets were recorded, which are introduced in this paper, and which are freely available under a Creative Commons license. Results show, that even with a restrictive buffer setting, most of the out-of-order events can be compensated. Dynamic time-out buffering is still a trade-off between reaction time and out-of-order event compensation, but it is useful in various applications.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Weiss, W.; Expósito Jiménez, V. and Zeiner, H. (2017). A Dataset and a Comparison of Out-of-Order Event Compensation Algorithms. In Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security - IoTBDS; ISBN 978-989-758-245-5; ISSN 2184-4976, SciTePress, pages 36-46. DOI: 10.5220/0006235400360046

@conference{iotbds17,
author={Wolfgang Weiss. and Víctor Juan {Expósito Jiménez}. and Herwig Zeiner.},
title={A Dataset and a Comparison of Out-of-Order Event Compensation Algorithms},
booktitle={Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security - IoTBDS},
year={2017},
pages={36-46},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006235400360046},
isbn={978-989-758-245-5},
issn={2184-4976},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Internet of Things, Big Data and Security - IoTBDS
TI - A Dataset and a Comparison of Out-of-Order Event Compensation Algorithms
SN - 978-989-758-245-5
IS - 2184-4976
AU - Weiss, W.
AU - Expósito Jiménez, V.
AU - Zeiner, H.
PY - 2017
SP - 36
EP - 46
DO - 10.5220/0006235400360046
PB - SciTePress

- Science and Technology Publications, Lda.
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