17 Publications
2023 | Book Chapter | LibreCat-ID: 45899 | 
Boschmann, A., Clausing, L., Jentzsch, F., Ghasemzadeh Mohammadi, H., & Platzner, M. (2023). Flexible Industrial Analytics on Reconfigurable Systems-On-Chip. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 225–236). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068713
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| Files available
| DOI
2023 | Mastersthesis | LibreCat-ID: 45917
Raeisi Nafchi, M. (2023). Reconfigurable Random Forest Implementation on FPGA. Paderborn University.
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2023 | Mastersthesis | LibreCat-ID: 45916
Yadalam Murali Kumar, N. (2023). Data Analytics for Predictive Maintenance of Time Series Data. Paderborn University.
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2023 | Conference Paper | LibreCat-ID: 45913
Clausing, L., Guetattfi, Z., Kaufmann, P., Lienen, C., & Platzner, M. (2023). On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64. Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC).
LibreCat
2023 | Book | LibreCat-ID: 45863 |
Haake, C.-J., Meyer auf der Heide, F., Platzner, M., Wachsmuth, H., & Wehrheim, H. (2023). On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.17619/UNIPB/1-1797
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| Files available
| DOI
2022 | Conference Paper | LibreCat-ID: 32855
Clausing, L., & Platzner, M. (2022). ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 120–127. https://doi.org/10.1109/ipdpsw55747.2022.00029
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| DOI
2022 | Mastersthesis | LibreCat-ID: 45715
Tcheussi Ngayap, V. I. (2022). FreeRTOS on a MicroBlaze Soft-Core Processor with Hardware Accelerators.
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2022 | Mastersthesis | LibreCat-ID: 45914
Manjunatha, S. (2022). Dealing With Pre-Processing And Feature Extraction Of Time-Series Data In Predictive Maintenance. Paderborn University .
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2022 | Mastersthesis | LibreCat-ID: 45915
Kaur , P. (2022). Analysis of Time-Series Classification in Conditional Monitoring Systems.
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2021 | Conference Paper | LibreCat-ID: 30909
Clausing, L. (2021). ReconOS64: High-Performance Embedded Computing for Industrial Analytics on a Reconfigurable System-on-Chip. Proceedings of the 11th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies. https://doi.org/10.1145/3468044.3468056
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2021 | Conference Paper | LibreCat-ID: 30908
Ghasemzadeh Mohammadi, H., Jentzsch, F., Kuschel, M., Arshad, R., Rautmare, S., Manjunatha, S., Platzner, M., Boschmann, A., & Schollbach, D. (2021). FLight: FPGA Acceleration of Lightweight DNN Model Inference in Industrial Analytics. Machine Learning and Principles and Practice of Knowledge Discovery in Databases. https://doi.org/10.1007/978-3-030-93736-2_27
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2020 | Bachelorsthesis | LibreCat-ID: 20820
Thiele, S. (2020). Implementing Machine Learning Functions as PYNQ FPGA Overlays.
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2020 | Mastersthesis | LibreCat-ID: 20821
Jaganath, V. (2020). Extension and Evaluation of Python-based High-Level Synthesis Tool Flows.
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2020 | Journal Article | LibreCat-ID: 13770
Karl, H., Kundisch, D., Meyer auf der Heide, F., & Wehrheim, H. (2020). A Case for a New IT Ecosystem: On-The-Fly Computing. Business & Information Systems Engineering, 62(6), 467–481. https://doi.org/10.1007/s12599-019-00627-x
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| Files available
| DOI
2020 | Conference Paper | LibreCat-ID: 20808
Ghasemzadeh Mohammadi, H., Arshad, R., Rautmare, S., Manjunatha, S., Kuschel, M., Jentzsch, F. P., Platzner, M., Boschmann, A., & Schollbach, D. (2020). DeepWind: An Accurate Wind Turbine Condition Monitoring Framework via Deep Learning on Embedded Platforms. 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). https://doi.org/10.1109/etfa46521.2020.9211880
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| DOI
2020 | Mastersthesis | LibreCat-ID: 21433
Jentzsch, F. P. (2020). Design and Implementation of a ReconOS-based TensorFlow Lite Delegate Architecture.
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2019 | Mastersthesis | LibreCat-ID: 15874 |
Lienen, C. (n.d.). Implementing a Real-time System on a Platform FPGA operated with ReconOS. Universität Paderborn.
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| Files available