SFB 901 -Subproject T1

Project Period: 2015-07-01
Externally Funded
Acronym
SFB 901 - T1
Funding Organisation
Deutsche Forschungsgemeinschaft

17 Publications

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