@misc{54246, author = {{Hamm, Robin}}, publisher = {{Paderborn University}}, title = {{{Verarbeitung von Sensordaten auf eingebetteten heterogenen FPGA-Systemen}}}, year = {{2023}}, } @misc{52480, author = {{Klassen, Alexander}}, publisher = {{Paderborn University}}, title = {{{Fast Partial Reconfiguration for ReconOS64 on Xilinx MPSoC Devices}}}, year = {{2023}}, } @misc{54298, author = {{Tsague Dingo, Jorian}}, publisher = {{Paderborn University}}, title = {{{Ein Simulator für Schedulability-Experimente mit periodischen Tasks auf FPGAs}}}, year = {{2023}}, } @misc{54299, author = {{Brede, Mathis}}, publisher = {{Paderborn University}}, title = {{{Evaluation of Classifier Migration Between Multiple XCS Populations}}}, year = {{2023}}, } @misc{54300, author = {{Nowosad, Alexander}}, publisher = {{Paderborn University}}, title = {{{Design and Realization of an Intra-FPGA ROS 2 Communication Infrastructure for the ReconROS Executor}}}, year = {{2023}}, } @misc{54242, author = {{Evers, Gerrit}}, publisher = {{Paderborn University}}, title = {{{Bewertung der Xilinx Runtime Library zur Hardware/Software-Kommunikation}}}, year = {{2023}}, } @misc{46075, author = {{Raeisi Nafchi, Masood}}, publisher = {{Paderborn University}}, title = {{{Reconfigurable Random Forest Implementation on FPGA}}}, year = {{2023}}, } @book{45863, abstract = {{In the proposal for our CRC in 2011, we formulated a vision of markets for IT services that describes an approach to the provision of such services that was novel at that time and, to a large extent, remains so today: „Our vision of on-the-fly computing is that of IT services individually and automatically configured and brought to execution from flexibly combinable services traded on markets. At the same time, we aim at organizing markets whose participants maintain a lively market of services through appropriate entrepreneurial actions.“ Over the last 12 years, we have developed methods and techniques to address problems critical to the convenient, efficient, and secure use of on-the-fly computing. Among other things, we have made the description of services more convenient by allowing natural language input, increased the quality of configured services through (natural language) interaction and more efficient configuration processes and analysis procedures, made the quality of (the products of) providers in the marketplace transparent through reputation systems, and increased the resource efficiency of execution through reconfigurable heterogeneous computing nodes and an integrated treatment of service description and configuration. We have also developed network infrastructures that have a high degree of adaptivity, scalability, efficiency, and reliability, and provide cryptographic guarantees of anonymity and security for market participants and their products and services. To demonstrate the pervasiveness of the OTF computing approach, we have implemented a proof-of-concept for OTF computing that can run typical scenarios of an OTF market. We illustrated the approach using a cutting-edge application scenario – automated machine learning (AutoML). Finally, we have been pushing our work for the perpetuation of On-The-Fly Computing beyond the SFB and sharing the expertise gained in the SFB in events with industry partners as well as transfer projects. This work required a broad spectrum of expertise. Computer scientists and economists with research interests such as computer networks and distributed algorithms, security and cryptography, software engineering and verification, configuration and machine learning, computer engineering and HPC, microeconomics and game theory, business informatics and management have successfully collaborated here.}}, author = {{Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}}, pages = {{247}}, publisher = {{Heinz Nixdorf Institut, Universität Paderborn}}, title = {{{On-The-Fly Computing -- Individualized IT-services in dynamic markets}}}, doi = {{10.17619/UNIPB/1-1797}}, volume = {{412}}, year = {{2023}}, } @inproceedings{44194, author = {{Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}}, booktitle = {{The 24th International Symposium on Quality Electronic Design (ISQED'23), San Francisco, Califorina USA}}, location = {{San Fransico CA 94023-0607, USA}}, title = {{{MAAS: Hiding Trojans in Approximate Circuits}}}, year = {{2023}}, } @misc{45917, author = {{Raeisi Nafchi, Masood}}, publisher = {{Paderborn University}}, title = {{{Reconfigurable Random Forest Implementation on FPGA}}}, year = {{2023}}, } @misc{45916, author = {{Yadalam Murali Kumar, Nihal}}, publisher = {{Paderborn University}}, title = {{{Data Analytics for Predictive Maintenance of Time Series Data}}}, year = {{2023}}, } @inproceedings{64114, author = {{Ahmed, Qazi Arbab and Awais, Muhammad and Platzner, Marco}}, booktitle = {{2023 24th International Symposium on Quality Electronic Design (ISQED)}}, publisher = {{IEEE}}, title = {{{MAAS: Hiding Trojans in Approximate Circuits}}}, doi = {{10.1109/isqed57927.2023.10129286}}, year = {{2023}}, } @misc{54244, author = {{AlAidroos, Salem}}, publisher = {{Paderborn University}}, title = {{{Design and Implementation of a RadioML Demonstrator based on an RFSoC Platform}}}, year = {{2023}}, } @misc{54243, author = {{Oviasogie, Marvin Osaretin}}, publisher = {{Paderborn University}}, title = {{{Demonstrator for Dataflow-based DNN Acceleration for Vision Applications on Platform FPGAs}}}, year = {{2023}}, } @misc{54241, author = {{Reuter, Lucas David}}, publisher = {{Paderborn University}}, title = {{{Development of a Power Analysis Framework for Embedded FPGA Accelerators}}}, year = {{2023}}, } @inproceedings{29945, author = {{Witschen, Linus Matthias and Wiersema, Tobias and Reuter, Lucas David and Platzner, Marco}}, booktitle = {{2022 59th ACM/IEEE Design Automation Conference (DAC)}}, location = {{San Francisco, USA}}, title = {{{Search Space Characterization for Approximate Logic Synthesis }}}, year = {{2022}}, } @inproceedings{29865, author = {{Witschen, Linus Matthias and Wiersema, Tobias and Artmann, Matthias and Platzner, Marco}}, booktitle = {{Design, Automation and Test in Europe (DATE)}}, location = {{Online}}, title = {{{MUSCAT: MUS-based Circuit Approximation Technique}}}, year = {{2022}}, } @inproceedings{30971, author = {{Hansmeier, Tim and Platzner, Marco}}, booktitle = {{Applications of Evolutionary Computation, EvoApplications 2022, Proceedings}}, isbn = {{9783031024610}}, issn = {{0302-9743}}, location = {{Madrid}}, pages = {{386--401}}, publisher = {{Springer International Publishing}}, title = {{{Integrating Safety Guarantees into the Learning Classifier System XCS}}}, doi = {{10.1007/978-3-031-02462-7_25}}, volume = {{13224}}, year = {{2022}}, } @inproceedings{32855, author = {{Clausing, Lennart and Platzner, Marco}}, booktitle = {{2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}}, location = {{ Lyon, France}}, pages = {{120--127}}, publisher = {{IEEE}}, title = {{{ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support}}}, doi = {{10.1109/ipdpsw55747.2022.00029}}, year = {{2022}}, } @inproceedings{33253, author = {{Hansmeier, Tim and Brede, Mathis and Platzner, Marco}}, booktitle = {{GECCO '22: Proceedings of the Genetic and Evolutionary Computation Conference Companion}}, location = {{Boston, MA, USA}}, pages = {{2071--2079}}, publisher = {{Association for Computing Machinery (ACM)}}, title = {{{XCS on Embedded Systems: An Analysis of Execution Profiles and Accelerated Classifier Deletion}}}, doi = {{10.1145/3520304.3533977}}, year = {{2022}}, }