ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production
Klarhorst C, Quirin D, Hesse M, Rückert U (2022)
In: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE (Ed); Piscataway, NJ: IEEE.
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herausgebende Körperschaft
IEEE
Einrichtung
Abstract / Bemerkung
One necessary part of Industry 4.0 is the availability and accessibility of data processing pipelines. This paper shows the ongoing development of ML4ProFlow, a framework that brings together the following parts: First, it provides the management of execution environments. Second, it specifies processing modules that focus on reusability and cross-platform usage. Third, it comes with a benchmarking automation to help developers implementing and analyzing modules and their combination. Those three integral parts of the framework are presented and the usability is shown.
Erscheinungsjahr
2022
Titel des Konferenzbandes
2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
Konferenz
2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
Konferenzort
Stuttgart
eISBN
978-1-6654-9996-5
Page URI
https://pub.uni-bielefeld.de/record/2966552
Zitieren
Klarhorst C, Quirin D, Hesse M, Rückert U. ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production. In: IEEE, ed. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway, NJ: IEEE; 2022.
Klarhorst, C., Quirin, D., Hesse, M., & Rückert, U. (2022). ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production. In IEEE (Ed.), 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) Piscataway, NJ: IEEE. https://doi.org/10.1109/ETFA52439.2022.9921488
Klarhorst, Christian, Quirin, Dennis, Hesse, Marc, and Rückert, Ulrich. 2022. “ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production”. In 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), ed. IEEE. Piscataway, NJ: IEEE.
Klarhorst, C., Quirin, D., Hesse, M., and Rückert, U. (2022). “ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production” in 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE ed. (Piscataway, NJ: IEEE).
Klarhorst, C., et al., 2022. ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production. In IEEE, ed. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway, NJ: IEEE.
C. Klarhorst, et al., “ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production”, 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, ed., Piscataway, NJ: IEEE, 2022.
Klarhorst, C., Quirin, D., Hesse, M., Rückert, U.: ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production. In: IEEE (ed.) 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, Piscataway, NJ (2022).
Klarhorst, Christian, Quirin, Dennis, Hesse, Marc, and Rückert, Ulrich. “ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production”. 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA). Ed. IEEE. Piscataway, NJ: IEEE, 2022.
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