Dr.-Ing. Alwyn Burger
Dr.-Ing. Alwyn Johannes Burger, arbeitete von April 2015 bis Januar 2021 als Wissenschaftlicher Mitarbeiter am Fachbereich Eingebettete Systeme der Informatik von Prof. Schiele an der Universität Duisburg-Essen. Er erhielt 2012 seinen Bachelorabschluss in "Electrical and Electronic Engineering" mit einem Fokus auf Robotik an der University of Stellenbosch in Südafrika. Im März 2015 erhielt er seinen Masterabschluss in "Engineering" an der University of Stellenbosch für seine Arbeit an autonomer 3D Kartierung mithilfe von Stereovision.
Im März 2023 hat er seine Doktorarbeit mit dem Titel "FPGA-Augmented Intelligent Devices for the Internet of Things" eingereicht und damit den Grad des Dr.-Ing. erreicht.
Publikationen
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Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action PoliciesIn: ACM Transactions on Autonomous and Adaptive Systems (TAAS) Jg. 15 (2021) Nr. 4, 14Online Volltext: 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 Jg. 113 (2020) S. 607 - 619Online Volltext: 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 2020Online Volltext: 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 (Hrsg.) 2020, S. 32 - 43Online Volltext: 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, 2020Online Volltext: 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, S. 84 - 94Online Volltext: 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, S. 424 - 426Online Volltext: 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 (Hrsg.) 2017, S. 73 - 74Online Volltext: 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) (Hrsg.) 2016 32Online Volltext: dx.doi.org/
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FPGA-Augmented Intelligent Devices for the Internet of ThingsDuisburg, Essen (2023) xv, 223 SeitenOnline Volltext: dx.doi.org/ Online Volltext (Open Access)