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SciProfiles: 2843660
ResearcherID: KHV-0216-2024

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Works (16)

MLOps for Cyberphysical Production Systems: Challenges and Solutions

IEEE Software
2025-01 | Journal article
DOI: 10.1109/MS.2024.3441101
Contributors: Leonhard Faubel; Thomas Woudsma; Benjamin Kloepper; Holger Eichelberger; Fabian Buelow; Klaus Schmid; Amir Ghorbani Ghezeljehmeidan; Leila Methnani; Andreas Theodorou; Magnus Bång
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An MLOps Platform Comparison

University of Hildesheim
2024 | Report
DOI: 10.25528/197
Contributors: Leonhard Faubel; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

A MLOps Architecture for XAI in Industrial Applications

IEEE ETFA
2024-09-10 | Conference poster
DOI: 10.13140/RG.2.2.32940.27522
Contributors: Leonhard Faubel-Teich; Thomas Woudsma; Leila Methnani; Amir Ghorbani Ghezeljhemeidan; Fabian Bülow; Klaus Schmid; Willem D Van Driel; Benjamin Klöpper; Andreas Theodorou; Mohsen Nosratinia et al.
Source: Self-asserted source
Leonhard Faubel-Teich

A MLOps Architecture for XAI in Industrial Applications

2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)
2024-09-10 | Conference paper
DOI: 10.1109/etfa61755.2024.10711084
Contributors: Leonhard Faubel; Thomas Woudsma; Leila Methnani; Amir Ghorbani Ghezeljhemeidan; Fabian Buelow; Klaus Schmid; Willem D. van Driel; Benjamin Kloepper; Andreas Theodorou; Mohsen Nosratinia et al.
Source: Self-asserted source
Leonhard Faubel-Teich

MLOps: A Multiple Case Study in Industry 4.0

2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA)
2024-09-10 | Conference paper
DOI: 10.1109/etfa61755.2024.10711136
Contributors: Leonhard Faubel; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

A Systematic Analysis of MLOps Features and Platforms

Euromicro SEAA
2024-08-27 | Conference poster
DOI: 10.13140/RG.2.2.28060.30089
Contributors: Leonhard Faubel-Teich; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

A Systematic Analysis of MLOps Features and Platforms

WiPiEC Journal - Works in Progress in Embedded Computing Journal
2024-08-20 | Journal article
Contributors: Leonhard Faubel-Teich; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

MLOps: A Multiple Case Study in Industry 4.0

2024-07 | Preprint
DOI: 10.48550/ARXIV.2407.09107
Contributors: Leonhard Faubel; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

Table of MLOps challenges and solutions in CPPS

2024-07-11 | Dataset
DOI: 10.5281/ZENODO.12725378
Contributors: Leonhard Faubel; Klaus Schmid; Holger Eichelberger; Benjamin Klöpper; Reuben Borrison; Fabian Bülow; Amir Ghorbani Ghezeljehmeidan
Source: Self-asserted source
Leonhard Faubel-Teich

An Analysis of MLOps Practices

Stiftung Universität Hildesheim
2023 | Report
DOI: 10.25528/166
Contributors: Leonhard Faubel; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

E-Learning Relevant Applications of the University of Hildesheim

Stiftung Universität Hildesheim
2023 | Report
DOI: 10.25528/164
Contributors: Leonhard Faubel; Sascha El-Sharkawy; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

Review Protocol: A systematic literature review of MLOps

Stiftung Universität Hildesheim
2023 | Report
DOI: 10.25528/176
Contributors: Leonhard Faubel; Klaus Schmid
Source: Self-asserted source
Leonhard Faubel-Teich

Towards an MLOps Architecture for XAI in Industrial Applications

2023 | Preprint
DOI: 10.48550/ARXIV.2309.12756
Contributors: Leonhard Faubel; Thomas Woudsma; Leila Methnani; Amir Ghorbani Ghezeljhemeidan; Fabian Buelow; Klaus Schmid; Willem D. van Driel; Benjamin Kloepper; Andreas Theodorou; Mohsen Nosratinia et al.
Source: Self-asserted source
Leonhard Faubel-Teich

MLOps Challenges in Industry 4.0

SN Computer Science
2023-10-28 | Journal article
DOI: 10.1007/s42979-023-02282-2
Contributors: Leonhard Faubel; Klaus Schmid; Holger Eichelberger
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Crossref

A Scenario-Based Model Comparison for Short-Term Day-Ahead Electricity Prices in Times of Economic and Political Tension

Algorithms
2023-03-24 | Journal article
DOI: 10.3390/a16040177
Contributors: Denis E. Baskan; Daniel Meyer; Sebastian Mieck; Leonhard Faubel; Benjamin Klöpper; Nika Strem; Johannes A. Wagner; Jan J. Koltermann
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Is MLOps different in Industry 4.0? General and Specific Challenges

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics
2022 | Conference paper
DOI: 10.5220/0011589600003329
Contributors: Leonhard Faubel; Klaus Schmid; Holger Eichelberger
Source: Self-asserted source
Leonhard Faubel-Teich

Peer review (1 review for 1 publication/grant)

Review activity for IEEE software. (1)
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