Alwyn Burger, Dr.-Ing.
Dr.-Ing. Alwyn Johannes Burger has been employed as a researcher at Prof. Schiele's Embedded Systems group at the University of Duisburg-Essen since April 2015. He received his bachelor’s degree in electrical and electronic engineering at the University of Stellenbosch in South Africa in 2012 with a focus on Robotics. In March 2015 he received his master’s degree in engineering from the University of Stellenbosch for his work on autonomous 3D mapping using stereo vision.
In March 2023, he submitted his doctoral thesis entitled "FPGA-Augmented Intelligent Devices for the Internet of Things," earning him the degree of Dr.-Ing.
Publications
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Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action PoliciesIn: ACM Transactions on Autonomous and Adaptive Systems (TAAS) Vol. 15 (2021) Nr. 4,ISSN: 1556-4703; 1556-4665Online Full Text: dx.doi.org/ (Open Access)
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The Elastic Internet of Things - A Platform for Self-Integrating and Self-Adaptive IoT-Systems with Support for Embedded Adaptive HardwareIn: Future Generation Computer Systems Vol. 113 (2020) pp. 607 - 619ISSN: 0167-739X; 1872-7115Online Full Text: dx.doi.org/
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An Embedded CNN Implementation for On-Device ECG AnalysisIn: IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom) / PerIoT 2020: The Fourtternational Workshop on Mobile and Pervasive Internet of Thingsh In 2020ISBN: 978-1-7281-4716-1; 978-1-7281-4717-8Online Full Text: dx.doi.org/
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An architecture for solving the eigenvalue problem on embedded fpgasIn: Architecture of Computing Systems – ARCS 2020 / 33rd International Conference on Architecture of Computing Systems; Aachen, Germany; May 25–28, 2020 / Brinkmann, André; Karl, Wolfgang; Lankes, Stefan; Tomforde, Sven; Pionteck, Thilo; Trinitis, Carsten (Eds.) 2020, pp. 32 - 43ISBN: 978-3-030-52793-8; 978-3-030-52794-5Online Full Text: dx.doi.org/ (Open Access)
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Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action-PoliciesIn: 2020 IEEE 1st International Conference on Autonomic Computing and Self-Organizing Systems: Proceedings / IEEE 1st International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 17-21 August 2020, Washington, DC, USA, 2020ISBN: 978-1-7281-7277-4; 978-1-7281-7278-1Online Full Text: dx.doi.org/
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The Elastic Node: An Experimentation Platform for Hardware Accelerator Research in the Internet of ThingsIn: Proceedings of the IEEE International Conference on Autonomic Computing / ICAC 2019; Umea; Sweden; 16 - 20 June 2019 2019, pp. 84 - 94ISBN: 9781728124117Online Full Text: dx.doi.org/
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Demo Abstract : Deep Learning on an Elastic Node for the Internet of ThingsIn: IEEE International Conference on Pervasive Computing and Communications Workshops / PerCom Workshops 2018; Athens; Greece; 19-23 March 2018 2018, pp. 424 - 426ISBN: 9781538632277Online Full Text: dx.doi.org/
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Elastic Nodes for the Internet of Things : A Middleware-Based ApproachIn: Proceedings - 2017 IEEE International Conference on Autonomic Computing, ICAC 2017 / 14th IEEE International Conference on Autonomic Computing, ICAC 2017; The Ohio State University Columbus; United States; 17 July 2017 through 21 July 2017 / Wang, Xiaorui (Eds.) 2017, pp. 73 - 74ISBN: 9781538617618Online Full Text: dx.doi.org/
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Immersed gaming in MinecraftIn: Proceedings of the 7th International Conference on Multimedia Systems (MMSys'16) / MMSys'16 - 7th International Conference on Multimedia Systems, 10-13 May 2016, Klagenfurt, Austria / Association for Computing Machinery (ACM) (Eds.) 2016ISBN: 978-1-4503-4297-1Online Full Text: dx.doi.org/
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FPGA-Augmented Intelligent Devices for the Internet of ThingsDuisburg, Essen (2023) xv, 223 SeitenOnline Full Text: dx.doi.org/ Online Full Text (Open Access)