@article{52686,
  author       = {{Ahmed, Qazi Arbab and Wiersema, Tobias and Platzner, Marco}},
  issn         = {{2509-3428}},
  journal      = {{Journal of Hardware and Systems Security}},
  keywords     = {{General Engineering, Energy Engineering and Power Technology}},
  publisher    = {{Springer Science and Business Media LLC}},
  title        = {{{Post-configuration Activation of Hardware Trojans in FPGAs}}},
  doi          = {{10.1007/s41635-024-00147-5}},
  year         = {{2024}},
}

@inproceedings{54468,
  author       = {{Awais, Muhammad and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}},
  booktitle    = {{To apear in IEEE ISVLSI 2024}},
  location     = {{Knoxville, Tennessee, USA}},
  title        = {{{DeepApprox: Rapid Deep Learning based Design Space Exploration of Approximate Circuits via Check-pointing}}},
  year         = {{2024}},
}

@inproceedings{56481,
  author       = {{Berganski, Christoph and Jentzsch, Felix and Platzner, Marco and Kuhmichel, Max and Giefers, Heiner}},
  location     = {{Sydney}},
  title        = {{{FINN-T: Compiling Custom Dataflow Accelerators for Quantized Transformers}}},
  year         = {{2024}},
}

@inproceedings{53794,
  author       = {{Lienen, Christian and Brede, Mathis and Karger, Daniel and Koch, Kevin and Logan, Dalisha and Mazur, Janet and Nowosad, Alexander Philipp and Schnelle, Alexander and Waizy, Mohness and Platzner, Marco}},
  booktitle    = {{2023 Seventh IEEE International Conference on Robotic Computing (IRC)}},
  publisher    = {{IEEE}},
  title        = {{{AutonomROS: A ReconROS-based Autonomous Driving Unit}}},
  doi          = {{10.1109/irc59093.2023.00056}},
  year         = {{2023}},
}

@inproceedings{45913,
  author       = {{Clausing, Lennart and Guetattfi, Zakarya and Kaufmann, Paul and Lienen, Christian and Platzner, Marco}},
  booktitle    = {{Proceedings of the 19th International Symposium on Applied Reconfigurable Computing (ARC)}},
  title        = {{{On Guaranteeing Schedulability of Periodic Real-time Hardware Tasks under ReconOS64}}},
  doi          = {{https://doi.org/10.1007/978-3-031-42921-7_17}},
  year         = {{2023}},
}

@inproceedings{46229,
  author       = {{Lienen, Christian and Nowosad, Alexander Philipp and Platzner, Marco}},
  booktitle    = {{Proceedings of the 2023 9th International Conference on Robotics and Artificial Intelligence (ICRAI)}},
  title        = {{{Mapping and Optimizing Communication in ROS 2-based Applications on Configurable System-on-Chip Platforms}}},
  doi          = {{https://doi.org/10.1145/3637843.3637846}},
  year         = {{2023}},
}

@inproceedings{43048,
  author       = {{Lienen, Christian and Middeke, Sorel Horst and Platzner, Marco}},
  booktitle    = {{ Proceedings of the 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)}},
  title        = {{{fpgaDDS: An Intra-FPGA Data Distribution Service for ROS 2 Robotics Applications}}},
  doi          = {{10.1109/IROS55552.2023.10341921}},
  year         = {{2023}},
}

@inbook{45888,
  author       = {{Wehrheim, Heike and Platzner, Marco and Bodden, Eric and Schubert, Philipp  and Pauck, Felix and Jakobs, Marie-Christine}},
  booktitle    = {{On-The-Fly Computing -- Individualized IT-services in dynamic markets}},
  editor       = {{Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}},
  pages        = {{125--144}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Verifying Software and Reconfigurable Hardware Services}}},
  doi          = {{10.5281/zenodo.8068583}},
  volume       = {{412}},
  year         = {{2023}},
}

@inbook{45893,
  author       = {{Hansmeier, Tim and Kenter, Tobias and Meyer, Marius and Riebler, Heinrich and Platzner, Marco and Plessl, Christian}},
  booktitle    = {{On-The-Fly Computing -- Individualized IT-services in dynamic markets}},
  editor       = {{Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}},
  pages        = {{165--182}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Compute Centers I: Heterogeneous Execution Environments}}},
  doi          = {{10.5281/zenodo.8068642}},
  volume       = {{412}},
  year         = {{2023}},
}

@inbook{45899,
  author       = {{Boschmann, Alexander and Clausing, Lennart and Jentzsch, Felix and Ghasemzadeh Mohammadi, Hassan and Platzner, Marco}},
  booktitle    = {{On-The-Fly Computing -- Individualized IT-services in dynamic markets}},
  editor       = {{Haake, Claus-Jochen and Meyer auf der Heide, Friedhelm and Platzner, Marco and Wachsmuth, Henning and Wehrheim, Heike}},
  pages        = {{225--236}},
  publisher    = {{Heinz Nixdorf Institut, Universität Paderborn}},
  title        = {{{Flexible Industrial Analytics on Reconfigurable Systems-On-Chip}}},
  doi          = {{10.5281/zenodo.8068713}},
  volume       = {{412}},
  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}},
}

@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}},
}

@unpublished{29541,
  author       = {{Lienen, Christian and Platzner, Marco}},
  title        = {{{ReconROS Executor: Event-Driven Programming of FPGA-accelerated ROS 2 Applications}}},
  year         = {{2022}},
}

@inproceedings{34007,
  author       = {{Lienen, Christian and Platzner, Marco}},
  location     = {{Neaples, Italy}},
  title        = {{{Task Mapping for Hardware-Accelerated Robotics Applications using ReconROS}}},
  year         = {{2022}},
}

@inproceedings{34005,
  author       = {{Lienen, Christian and Platzner, Marco}},
  booktitle    = {{2022 25th Euromicro Conference on Digital System Design (DSD)}},
  location     = {{Maspalomas, Gran Canaria, Spain}},
  title        = {{{Event-Driven Programming of FPGA-accelerated ROS 2 Robotics Applications}}},
  doi          = {{10.1109/DSD57027.2022.00088}},
  year         = {{2022}},
}