Is Amazon Kinesis Data Analytics Suitable as Core for an Event Processing Network Model?
- This article looks at a proposed list of generalized requirements for a unified modelling of event processing networks (EPNs) and its application to Amazon Kinesis Data Analytics. It enhances our previous work in this area, in which we recently analyzed Apache Storm and earlier also the EPiA model, the BEMN model, and the RuleCore model. Our proposed EPN requirements look at both: The logical model of EPNs and the concrete technical implementation of them. Therefore, our article provides requirements for EPN models based on attributes derived from event processing in general as well as existing models. Moreover, as its core contribution, our article applies those requirements by an in depth analysis of Amazon Kinesis Data Analytics as a concrete implementation foundation of an EPN model.
| Author: | Arne KoschelORCiDGND, Irina Astrova, Anna PakoschORCiD, Christian Gerner, Christin Schulze, Matthias Tyca |
|---|---|
| URN: | urn:nbn:de:bsz:960-opus4-31186 |
| DOI: | https://doi.org/10.25968/opus-3118 |
| DOI original: | https://doi.org/10.5220/0012432800003636 |
| ISBN: | 978-989-758-680-4 |
| ISSN: | 2184-433X |
| Parent Title (English): | 16th International Conference on Agents and Artificial Intelligence, ICAART 2024, Rome |
| Publisher: | SciTePress |
| Document Type: | Conference Proceeding |
| Language: | English |
| Year of Completion: | 2024 |
| Publishing Institution: | Hochschule Hannover |
| Release Date: | 2024/06/18 |
| Tag: | Amazon Kinesis Data Analytics; Event Processing Network (EPN); Event Processing Network Model |
| GND Keyword: | Datenanalyse |
| First Page: | 1036 |
| Last Page: | 1043 |
| Link to catalogue: | 1917588593 |
| Institutes: | Fakultät IV - Wirtschaft und Informatik |
| DDC classes: | 004 Informatik |
| Licence (German): |  Creative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International |
