Prof. Dr. Gregor Schiele

Dr. Gregor Schiele ist Professor für Informatik und leitet seit November 2014 an der Universität Duisburg-Essen das Fachgebiet Eingebettete Systeme der Informatik am Campus Duisburg. Zuvor war er von 2012 bis 2014 am Insight Centre for Data Analytics und am Digital Enterprise Research Inistitute (DERI) sowie an der National University of Ireland, Galway, in Irland tätig. Von 2006 bis 2012 arbeitete er am Lehrstuhl von Prof. Dr. Christian Becker an der Universität Mannheim. Seine Promotion verfasste er 2007 an der Universität Stuttgart am Lehrstuhl von Prof. Dr. Kurt Rothermel.

Kern seines aktuellen Forschungsinteresses sind selbstorganisierende eingebettete Systeme im Internet der Dinge mit den Schwerpunkten:

  • lokale, eingebettete (künstliche) Intelligenz, speziell mit Ansätzen des Deep Learning und künstlichen neuronalen Netzen,
  • Programmierabstraktionen für adaptive eingebettete Software, speziell für asymmetrische Multicoreanwendungen.

Prof. Dr. rer. nat. Gregor Schiele

Informatik / AI

Anschrift
Bismarckstraße
Duisburg
Raum
BC 105
Telefon
+49 203 379 3620
Telefax
+49 203 379 5220
E-Mail
gregor.schiele@uni-due.de
Webseite
https://www.uni-due.de/es/gregor_schiele_de
Sprechzeiten
nach Vereinbarung

Funktionen

  • Universitätsprofessor/in, Intelligente Eingebettete Systeme

  • Stellv. Mitglied, Studienbeirat

  • Mitglied, Prüfungsausschuss Angewandte Informatik - Schwerpunkt Ingenieur- und Medieninformatik (Bachelor/Master)

  • Vorsitzender, Prüfungsausschuss Cyber Physical Systems (Master)

Aktuelle Veranstaltungen

Vergangene Veranstaltungen

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Ling, Tianheng; Qian, Chao; Klann, Theodor Mario; Hoever, Julian; Einhaus, Lukas; Schiele, Gregor
    Configurable Multi-Layer Perceptron-Based Soft Sensors on Embedded Field Programmable Gate Arrays : Targeting Diverse Deployment Goals in Fluid Flow Estimation
    In: Sensors , Jg. 25 2025, Nr. 1, 83
    DOI (Open Access)
  • Qian, Chao; Ling, Tianheng; Cichiwskyj, Christopher; Schiele, Gregor
    Configuration-aware approaches for enhancing energy efficiency in FPGA-based deep learning accelerators
    In: Journal of Systems Architecture , Jg. 163 2025, 103410
    DOI (Open Access)
  • Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, Marek; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito, Gian Marco; Vu, Viet Duc; Memon, Afaque R.; Schlachta, Christopher; De Ribaupierre, Sandrine; Patel, Rajnikant; Eagleson, Roy; Chen, Xiaojun; Mächler, Heinrich; Kirschke, Jan Stefan; De La Rosa, Ezequiel; Christ, Patrick Ferdinand; Li, Hongwei Bran; Ellis, David G.; Aizenberg, Michele R.; Gatidis, Sergios; Küstner, Thomas; Shusharina, Nadya; Heller, Nicholas; Andrearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Löffler, Maximilian T.; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben-Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza-Villarreal, Eduardo A.; Balducci, Thania; Angeles-Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nürnberger, Andreas; Pedrosa, João; Ferreira, Carlos; Aresta, Guilherme; Cunha, António; Campilho, Aurélio; Suter, Yannick; Garcia, Jose; Lalande, Alain; Vandenbossche, Vicky; Van Oevelen, Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; Van Leeuwen, Timo; Vereecke, Evie; Heidemeyer, Hauke; Röhrig, Rainer; Hölzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; Van Meegdenburg, Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen, Fin H.; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul F.; Stiefelhagen, Rainer; Santos, Ana Sofia; Lindo, Mariana; Ferreira, André; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hörst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Weßling, Martin; Dudda, Marcel; Podleska, Lars E.; Fink, Matthias A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon-Sung; Elhabian, Shireen; Lamecker, Hans; Zukić, Dženan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer, Peter F.; Basu, Oliver; Maal, Thomas; Witjes, Max J. H.; Schiele, Gregor; Chang, Ti-Chiun; Ahmadi, Seyed-Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno, Thomas M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille, Alan L.; Kleesiek, Jens; Egger, Jan
    MedShapeNet : a large-scale dataset of 3D medical shapes for computer vision
    In: Biomedical engineering = Biomedizinische Technik , Jg. 70 2025, Nr. 1, S. 71 – 90
    DOI, Online Volltext (Open Access)
  • Erbslöh, Andreas; Zimmermann, Julius; Ingebrandt, Sven; Mokwa, W.; Seidl, Karsten; van Rienen, Ursula; Schiele, Gregor; Kokozinski, Rainer
    Prediction of impedance characteristic during electrical stimulation with microelectrode arrays
    In: Journal of Neural Engineering , Jg. 22 2025, Nr. 2, 026056
    DOI (Open Access)
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Exploring energy efficiency of LSTM accelerators : A parameterized architecture design for embedded FPGAs
    In: Journal of Systems Architecture , Jg. 152 2024, 103181
    DOI (Open Access)
  • Erbslöh, Andreas; Buron, Leo; Ur-Rehman, Zia; Musall, Simon; Hrycak, Camilla; Löhler, Philipp; Klaes, Christian; Seidl, Karsten; Schiele, Gregor
    Technical survey of end-to-end signal processing in BCIs using invasive MEAs
    In: Journal of Neural Engineering , Jg. 21 2024, Nr. 5, 051003
    DOI (Open Access)
  • Buron, Leo; Erbslöh, Andreas; Seidl, Karsten; Schiele, Gregor; Seidl, Karsten; Ur-Rehman, Zia; Klaes, Christian
    Deep.Neural.Signal.Pre-Processor-Towards Development of AI-enhanced End-To-End BCIs
    In: Current Directions in Biomedical Engineering , Jg. 9 2023, Nr. 1, S. 471 – 474
    DOI (Open Access)
  • Erbati, Mohammad Mohammadi; Tajiki, Mohammad Mahdi; Schiele, Gregor
    Service Function Chaining to Support Ultra-Low Latency Communication in NFV
    In: Electronics , Jg. 12 2023, Nr. 18, 3843
    DOI (Open Access)
  • Babaei, Armin; Schiele, Gregor; Zohner, Michael
    Reconfigurable Security Architecture (RESA) Based on PUF for FPGA-Based IoT Devices
    In: Sensors , Jg. 22 2022, Nr. 15, 5577
    DOI, Online Volltext (Open Access)
  • Harutyunyan, Ashot; Schiele, Gregor
    Challenges for Smart Environments – Human-Centered Computing, Data Science, and Ambient Intelligence II : Smart Human-Centered Computing (volume 2)
    In: J.UCS: Journal of Universal Computer Science , Jg. 27 2021, Nr. 12, S. 1272 – 1274
    DOI (Open Access)
  • Cichiwskyj, Christopher; Schmeißer, Stephan; Qian, Chao; Einhaus, Lukas; Ringhofer, Christopher; Schiele, Gregor
    Elastic AI : System support for adaptive machine learning in pervasive computing systems
    In: CCF Transactions on Pervasive Computing and Interaction , Jg. 3 2021, Nr. 3, S. 300 – 328
    DOI (Open Access)
  • Harutyunyan, Ashot; Schiele, Gregor
    J.UCS special issue on Challenges for Smart Environments – Human-Centered Computing, Data Science, and Ambient Intelligence. Smart Human-Centered Computing (volume 2)
    In: J.UCS: Journal of Universal Computer Science , Jg. 27 2021, Nr. 12, S. 1272 – 1274
    DOI (Open Access)
  • Burger, Alwyn; Schiele, Gregor; King, David W.
    Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action Policies
    In: ACM Transactions on Autonomous and Adaptive Systems (TAAS) , Jg. 15 2021, Nr. 4, 14
    DOI (Open Access)
  • Cichiwskyj, Christopher; Schiele, Gregor
    Temporal Accelerators : Unleashing the Potential of Embedded FPGAs
    In: J.UCS: Journal of Universal Computer Science , Jg. 27 2021, Nr. 11, S. 1174 – 1192
    DOI (Open Access)
  • Burger, Alwyn Johannes; Cichiwskyj, Christopher; Schmeißer, Stephan; Schiele, Gregor
    The Elastic Internet of Things - A Platform for Self-Integrating and Self-Adaptive IoT-Systems with Support for Embedded Adaptive Hardware
    In: Future Generation Computer Systems , Jg. 113 2020, S. 607 – 619
    DOI
  • Schmeißer, Stephan; Schiele, Gregor
    coSense: The Collaborative Sensing Middleware for the Internet-of-Things
    In: ACM/IMS Transactions on Data Science , Jg. 1 2020, Nr. 4, S. 28
    DOI (Open Access)
  • Babaei, Armin; Schiele, Gregor
    Physical unclonable functions in the internet of things : State of the art and open challenges
    In: Sensors , Jg. 19 2019, Nr. 14, S. 3208
    DOI (Open Access)
  • Krupitzer, Christian; Roth, Felix Maximilian; Vansyckel, Sebastian; Schiele, Gregor; Becker, Christian
    A survey on engineering approaches for self-adaptive systems
    In: Pervasive and Mobile Computing , Jg. 17 2015, Nr. Part B: 10 years of Pervasive Computing' In Honor of Chatschik Bisdikian, S. 184 – 206
    DOI
  • Vansyckel, Sebastian; Schäfer, Dominik; Majuntke, Verena; Krupitzer, Christian; Schiele, Gregor; Becker, Christian
    COMITY : A framework for adaptation coordination in multi-platform pervasive systems
    2013 IEEE International Conference on Pervasive Computing and Communications (PerCom 2013), 18. bis 22. März 2013, San Diego, CA,
    In: Pervasive and Mobile Computing , Jg. 10 2014, Nr. Part A: Selected Papers from the Eleventh Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2013), S. 51 – 65
    DOI
  • Schiele, Gregor; Soldatos, John; Mitton, Nathalie
    Moving Towards Interoperable Internet-of-Things Deployments in Smart Cities
    In: ERCIM News 2014, Nr. 98, S. 16 – 17
  • Handte, Marcus; Schiele, Gregor; Majuntke, Verena; Becker, Christian; Marrón, Pedro José
    3PC : System support for adaptive peer-to-peer pervasive computing
    In: ACM Transactions on Autonomous and Adaptive Systems (TAAS) , Jg. 7 2012, Nr. 1, S. 10
    DOI
  • Yu, Zhiwen; Zhou, Xingshe; Zhang, Daqing; Schiele, Gregor; Becker, Christian
    Understanding social relationship evolution by using real-world sensing data
    In: World Wide Web , Jg. 16 2012, Nr. 5-6, S. 749 – 762
    DOI
  • Wacker, Arno; Schiele, Gregor; Schuster, Sebastian; Weis, Torben
    Towards an authentication service for peer-to-peer based massively multiuser virtual environments
    In: International Journal of Advanced Media and Communication (IJAMC) , Jg. 2 2008, Nr. 4, S. 364 – 379
    DOI
  • Becker, Christian; Handte, Marcus; Schiele, Gregor
    Das Pervasive Computing erfordert dynamische Ausführungsumgebungen
    In: Die Computer-Zeitung: die Wochenzeitung für das IT-Management 2005, Nr. 38

    • Beiträge in Sammelwerken und Tagungsbänden

  • Ringhofer, Christopher; Gnoss, Alexa; Schiele, Gregor
    Balancing Error and Latency of Black-Box Models for Audio Effects Using Hardware-Aware Neural Architecture Search
    In: Proceedings of the International Conference on Digital Audio Effects, DAFx / International Conference on Digital Audio Effects, DAFx, 3-7 September 2024, Guilford, UK 2024, S. 65 – 72
  • Löhler, Philipp; Albert, Andreas; Heyermann, Laura; Schiele, Gregor; Seidl, Karsten; Erbslöh, Andreas
    Classification of ON- and OFF-Retinal Ganglion Cell Types in Extracelluar Recordings
    In: Proceedings of the Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen 2024
    DOI (Open Access)
  • Erbslöh, Andreas; Hain, Horst-Udo; Buron, Leo; Vegesna, Sahitya; Schiele, Gregor; Schmidt, Heidemarie
    Comparison of AI-enhanced Spike Sorting with Digital Autoencoders and Analog Memristors
    In: Proceedings of Workshop Biosignals / Workshop Biosignals; 28.02- 01.03.2024; Göttingen / Georg-August-Universität Göttingen (Hrsg.) 2024
    DOI (Open Access)
  • Ling, Tianheng; Hoever, Julian; Qian, Chao; Schiele, Gregor
    FlowPrecision : Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantization
    In: 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) / IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 11-15 March 2024, Biarritz, France 2024
    DOI, Online Volltext (Open Access)
  • Qian, Chao; Cichiwskyj, Christopher; Ling, Tianheng; Schiele, Gregor
    Idle is the New Sleep : Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During Inactivity
    In: Architecture of Computing Systems: Proceedings / 37th International Conference, ARCS 2024, Potsdam, Germany, May 14–16, 2024 / Fey, Dietmar; Stabernack, Benno; Lankes, Stefan (Hrsg.) 2024, S. 161 – 176
    DOI
  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT
    In: 2024 IEEE Annual Congress on Artificial Intelligence of Things (AIoT): Proceedings / IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT), 24-26 July 2024, Melbourne / IEEE (Hrsg.) 2024, S. 38 – 44
    DOI, Online Volltext
  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    On-Device Soft Sensors : Real-Time Fluid Flow Estimation from Level Sensor Data
    In: Mobile and Ubiquitous Systems: Computing, Networking and Services; Proceedings, Part II / 20th EAI International Conference, MobiQuitous 2023, November 14–17, 2023, Melbourne, Australia / Zaslavsky, Arkady; Ning, Zhaolong; Kalogeraki, Vana; Georgakopoulos, Dimitrios; Chrysanthis, Panos K. (Hrsg.) 2024, S. 529 – 537
    DOI
  • Ling, Tianheng; Qian, Chao; Schiele, Gregor
    Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation
    In: 2024 IEEE Annual Congress on Artificial Intelligence of Things (AIoT): Proceedings / IEEE Annual Congress on Artificial Intelligence of Things (IEEE AIoT), 24-26 July 2024, Melbourne / IEEE (Hrsg.) 2024, S. 248 – 249
    DOI, Online Volltext (Open Access)
  • Zdankin, Peter; Matkovic, Viktor; Schiele, Gregor; Weis, Torben
    Towards Predicting the Perceived Brightness in a Smart Home Through Symbolic Regression
    In: 2024 IEEE International Conference on Pervasive Computing and Communications workshops and other affiliated events (PerCom workshops) / 2024 IEEE International Conference on Pervasive Computing and Communications workshops and other affiliated events (PerCom workshops), 11-15 March 2024 in Biarritz, France 2024, S. 457 – 460
    DOI
  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    A novel dynamic service function chaining to enable Ultra-Reliable Low Latency Communication in NFV
    In: Proccedings of the 17th International Conference on Telecommunications (ConTEL) / International Conference on Telecommunications (ConTEL 2023); 11-13 July 2023; Graz, Austria 2023
    DOI, Online Volltext
  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor
    Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals
    In: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) / 36th International Symposium on Computer-Based Medical Systems (CBMS), 22-24 June 2023, L'Aquila, Italy 2023, S. 305 – 310
    DOI
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    ElasticAI : Creating and Deploying Energy-Efficient Deep Learning Accelerator for Pervasive Computing
    In: 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops) / PerCom 2023, 13-17 March 2023, Atlanta, GA, USA 2023, S. 297 – 299
    DOI
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Energy Efficient LSTM Accelerators for Embedded FPGAs Through Parameterised Architecture Design
    In: Architecture of Computing Systems: 36th International Conference, ARCS 2023, Athens, Greece, June 13–15, 2023, Proceedings / 36th International Conference, ARCS 2023, Athens, Greece, June 13–15, 2023 / Goumas, Georgios; Tomforde, Sven; Brehm, Jürgen; Wildermann, Stefan; Pionteck, Thilo (Hrsg.) 2023, S. 3 – 17
    DOI
  • Qian, Chao; Ling, Tianheng; Schiele, Gregor
    Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs
    In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022, Proceedings, Part I / International Workshops of ECML PKDD 2022, Grenoble, France, September 19–23, 2022 / Koprinska, Irena; Mignone, Paolo; Guidotti, Riccardo (Hrsg.) 2023, S. 594 – 605
    DOI
  • Ling, Tianheng; Schiele, Gregor
    On-Device AI : Quantization-Aware Training of Transformers in Time-Series
    In: Proceedings of the 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops 2023) / International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops); 13-17 March 2023; Atlanta, USA 2023, S. 235 – 236
    DOI, Online Volltext (Open Access)
  • Wuerich, Carolin; Humm, Eva-Maria; Wiede, Christian; Schiele, Gregor
    A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data
    In: Proceedings of the 30th European Signal Processing Conference (EUSIPCO 2022) / 30th European Signal Processing Conference (EUSIPCO 2022): Belgrade, Serbia; 29 August - 2 September 2022 2022, S. 1343 – 1347
  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    A novel reliable low-latency service function chaining to enable URLLC in NFV
    In: 2022 Ninth International Conference on Communications and Networking: ComNet’2022 ; Proceedings ; Programmed in Hammamet, Tunisia, Novembre 2022, because of Covid-19 realized on Novembre 1th- 2th, 2022 online / 9th IEEE International Conference on Communications and Networking ; Novembre 1th- 2th, 2022, Hammamet, Tunisia, online / Institute of Electrical and Electronics Engineers (Hrsg.) 2022
    DOI
  • Diwan, Moin; Li, Zidu; Schiele, Gregor; Choubey, Bhaskar
    Balanced Ternary Logic Gates with Memristors
    In: IEEE ICECS 2022: 29th IEEE International Conference on Electronics, Circuits and Systems ; Glasgow, UK, October 24-26, 2022 ; ICECS 2022 conference proceedings / 29th IEEE International Conference on Electronics, Circuits and Systems (ICECS) ; October 24-26, 2022, Glasgow, UK / IEEE Circuits and Systems Society (Hrsg.) 2022
    DOI, Online Volltext
  • Qian, Chao; Einhaus, Lukas; Schiele, Gregor
    ElasticAI-Creator: Optimizing Neural Networks for Time-Series-Analysis for On-Device Machine Learning in IoT Systems
    In: Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022) / 20th ACM Conference on Embedded Networked Sensor Systems (SenSys 2022): 6 - 9 November 2022; Boston, USA / Gummeson, Jeremy; Lee, Sunghoon Ivan (Hrsg.) 2022, S. 941 – 946
    DOI (Open Access)
  • Zambonelli, Franco; Dignum, Virginia; Pitt, Jeremy; Sartor, Giovanni; Schiele, Gregor
    Pervasive Autonomy: Humans-in-The-loop or Forget-About-Them? : Panel Summary
    In: 20th International Conference on Pervasive Computing and Communications, PerCom 2022 / 20th IEEE International Conference on Pervasive Computing and Communications, PerCom 2022; Pisa, Italy; 21 - 25 March 2022 2022, S. 215 – 216
    DOI, Online Volltext
  • Erbati, Mohammad Mohammadi; Tajiki, Mohammad Mahdi; Keshvari, Faramarz; Schiele, Gregor
    Service function chaining to support ultra-low latency communication in NFV
    In: 2022 International Conference on Broadband Communications for Next Generation Networks and Multimedia Applications, CoBCom 2022 / CoBCom 2022, Graz, Austria, 12-14 July 2022 2022
    DOI
  • Erbati, Mohammad Mohammadi; Schiele, Gregor
    Application-and reliability-Aware service function chaining to support low-latency applications in an NFV-enabled network
    In: IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2021: Proceedings / Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2021; Virtual, Heraklion; 9 - 11 November 2021 2021, S. 120 – 123
    DOI
  • Kettner, Mark; Perjikolaei, Behnam Razi; Einhaus, Lukas; Ringhofer, Christopher; Qian, Chao; Schiele, Gregor
    FPGA based low latency, low power stream processing AI
    In: 2nd European Workshop on On-Board Data Processing (OBDP2021) / 2nd European Workshop on On-Board Data Processing (OBDP2021), 14-17 June 2021, Online, (Session 3) 2021 2021
    DOI (Open Access)
  • Einhaus, Lukas; Qian, Chao; Ringhofer, Christopher; Schiele, Gregor
    In-Situ Artificial Intelligence for Self-∗ Devices : The Elastic AI Ecosystem (Tutorial)
    In: 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021: Proceedings / 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion, ACSOS-C 2021, Virtual, Washington, 27 September - 1 October 2021 2021, S. 320 – 321
    DOI
  • Einhaus, Lukas; Qian, Chao; Ringhofer, Christopher; Schiele, Gregor
    Towards Precomputed 1D-Convolutional Layers for Embedded FPGAs
    In: Machine Learning and Principles and Practice of Knowledge Discovery in Databases: Proceedings, Part I / International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021 / Kamp, Michael; Koprinska, Irena; Bibal, Adrien; Bouadi, Tassadit; Frénay, Benoît; Galárraga, Luis; Oramas, José.; Adilova, Linara; Krishnamurthy, Yamuna; Kang, Bo; Largeron, Christine; Lijffijt, Jefrey; Viard, Tiphaine; Welke, Pascal; Ruocco, Massimiliano; Aune, Erlend; Gallicchio, Claudio; Schiele, Gregor; Pernkopf, Franz; Blott, Michaela; Fröning, Holger; Schindler, Günther; Guidotti, Riccardo; Monreale, Anna; Rinzivillo, Salvatore; Biecek, Przemyslaw; Ntoutsi, Eirini; Pechenizkiy, Mykola; Rosenhahn, Bodo; Buckley, Christopher; Cialfi, Daniela; Lanillos, Pablo; Ramstead, Maxwell; Verbelen, Tim; Ferreira, Pedro M.; Andresini, Giuseppina; Malerba, Donato; Medeiros, Ibéria; Fournier-Viger, Philippe; Nawaz, M. Saqib; Ventura, Sebastian; Sun, Meng; Zhou, Min; Bitetta, Valerio; Bordino, Ilaria; Ferretti, Andrea; Gullo, Francesco; Ponti, Giovanni; Severini, Lorenzo; Ribeiro, Rita; Gama, João; Gavaldà, Ricard; Cooper, Lee; Ghazaleh, Naghmeh; Richiardi, Jonas; Roqueiro, Damian; Saldana Miranda, Diego; Sechidis, Konstantinos; Graça, Guilherme (Hrsg.) 2021, S. 327 – 338
    DOI
  • Burger, Alwyn Johannes; Qian, Chao; Schiele, Gregor; Helms, Domenik
    An Embedded CNN Implementation for On-Device ECG Analysis
    In: IEEE Annual Conference on Pervasive Computing and Communications Workshops (PerCom) / PerIoT 2020: The Fourtternational Workshop on Mobile and Pervasive Internet of Thingsh In 2020
    DOI
  • Burger, Alwyn Johannes; Urban, Patrick; Boubin, Jayson; Schiele, Gregor
    An architecture for solving the eigenvalue problem on embedded fpgas
    In: 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 – 43
    DOI
  • Burger, Alwyn Johannes; King, David W.; Schiele, Gregor
    Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action-Policies
    In: 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, 2020
    DOI
  • Cichiwskyj, Christopher; Qian, Chao; Schiele, Gregor
    Time to Learn : Temporal Accelerators as an Embedded Deep Neural Network Platform
    In: IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning: Second International Workshop, IoT Streams 2020, and First International Workshop, ITEM 2020, Co-located with ECML/PKDD 2020 ; Ghent, Belgium, September 14-18, 2020 ; Revised Selected Papers / 2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance ; IoT Streams 2020 ; September 14-18, 2020, Ghent, Belgium / Gama, João; Pashami, Sepideh; Bifet, Albert; Sayed-Mouchaweh, Moamar; Fröning, Holger; Pernkopf, Franz; Schiele, Gregor; Blott, Michaela (Hrsg.) 2020, S. 256 – 267
    DOI
  • Schiele, Gregor; Burger, Alwyn Johannes; Cichiwskyj, Christopher
    The Elastic Node: An Experimentation Platform for Hardware Accelerator Research in the Internet of Things
    In: Proceedings of the IEEE International Conference on Autonomic Computing / ICAC 2019; Umea; Sweden; 16 - 20 June 2019 2019, S. 84 – 94
    DOI, Online Volltext
  • Erbati, Mohammad Mohammadi; Schiele, Gregor; Batke, Gerd
    Analysis of LoRaWAN technology in an Outdoor and an Indoor Scenario in Duisburg-Germany
    In: Proceedings of the 3rd International Conference on Computer and Communication Systems / ICCCS 2018; Nagoya; Japan; 27 - 30 April 2018 2018, S. 327 – 331
    DOI
  • Burger, Alwyn Johannes; Schiele, Gregor
    Demo Abstract : Deep Learning on an Elastic Node for the Internet of Things
    In: IEEE International Conference on Pervasive Computing and Communications Workshops / PerCom Workshops 2018; Athens; Greece; 19-23 March 2018 2018, S. 424 – 426
    DOI
  • Schmeißer, Stephan; Schiele, Gregor
    Adaptive Aggregation of Redundant Sensor Data in the Internet of Things
    In: Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016 / International Conference on Computational Science and Computational Intelligence, CSCI 2016; Las Vegas; United States; 15 December 2016 through 17 December 2016 / Arabnia, Hamid R.; Deligiannidis, Leonidas; Yang, Mary (Hrsg.) 2017, S. 1387 – 1388
    DOI
  • Burger, Alwyn Johannes; Cichiwskyj, Christopher; Schiele, Gregor
    Elastic Nodes for the Internet of Things : A Middleware-Based Approach
    In: 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 – 74
    DOI
  • Babaei, Armin; Schiele, Gregor
    Spatial reconfigurable physical unclonable functions for the internet of things
    In: Security, privacy, and anonymity in computation, communication, and storage: Proceedings / 10th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage, SpaCCS 2017; Guangzhou; China; 12 December 2017 through 15 December 2017 / Wang, Guojin; Atiquazzaman, Mohammed; Yan, Zhen (Hrsg.) 2017, S. 312 – 321
    DOI
  • Loviska, Milan; Krause, Otto; Griwodz, Carsten; Engelbrecht, Herman A.; Schiele, Gregor
    Third Life Project
    In: Mixed Reality and the Theatre of the Future, Arts and New Technologies / Weijdom, Joris (Hrsg.) 2017, S. 41 – 47
  • Kieselmann, Olga; Wacker, Arno; Schiele, Gregor
    k-rAC : a Fine-Grained k-Resilient Access Control Scheme for Distributed Hash Tables
    In: Proceedings of the 12th International Conference on Availability, Reliability and Security / ARES '17, Reggio Calabria, Italy , August 29 - September 01, 2017 2017, S. 43
    DOI, Online Volltext (Open Access)
  • Loviska, Milan; Krause, Otto; Engelbrecht, Herman A.; Nel, Jason B.; Schiele, Gregor; Burger, Alwyn Johannes; Schmeißer, Stephan; Cichiwskyj, Christopher; Calvet, Lilian; Griwodz, Carsten; Halvorsen, Pål
    Immersed gaming in Minecraft
    In: 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, 32
    DOI
  • Cichiwskyj, Christopher; Schiele, Gregor
    Using field-programmable gate arrays for learning non player characters
    In: Proceedings of the 8th International Workshop on Massively Multiuser Virtual Environments (MMVE'16) / 8th International Workshop on Massively Multiuser Virtual Environments (MMVE'16), 12 May 2016, Klagenfurt, Austria3, 2016 / Association for Computing Machinery (ACM) (Hrsg.) 2016, 2
    DOI
  • Le-Phuoc, Danh; Le-Tuan, Anh; Schiele, Gregor; Hauswirth, Manfred
    Querying heterogeneous personal information on the go
    In: The Semantic Web – ISWC 2014: 13th International Semantic Web Conference, Riva del Garda, Italy, October 19-23, 2014. Proceedings, Part II / Mika, Peter; et al. (Hrsg.) 2014, S. 454 – 469
    DOI
  • Handtke, Marcus; Foell, Stefan; Schiele, Gregor; Iqbal, Umer; Apolinarski, Wolfgang; Parreira, Josiane Xavier; Marrón, Pedro José; Kortuem, Gerd
    The GAMBAS middleware for smart city applications
    In: Internet of Things Success Stories: Series 1 / Cousin, Philippe (Hrsg.) 2014, S. 74 – 81
    (Open Access)
  • Engelbrecht, Herman A.; Schiele, Gregor
    Transforming Minecraft into a research platform
    In: 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC) / 11th IEEE Consumer Communications and Networking Conference (CCNC), 10 - 13 Jan. 2014, Las Vegas / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) 2014, S. 257 – 262
    DOI, Online Volltext
  • Majuntke, Verena; VanSyckel, Sebastian; Schafer, Dominik; Krupitzer, Christian; Schiele, Gregor; Becker, Christian
    COMITY : Coordinated application adaptation in multi-platform pervasive systems
    In: 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom) / 2013 IEEE International Conference on Pervasive Computing and Communications (PerCom 2013), 18. bis 22. März 2013, San Diego, CA / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) 2013, S. 11 – 19
    DOI, Online Volltext
  • Vansyckel, Sebastian; Schafer, Dominik; Schiele, Gregor; Becker, Christian
    Configuration Management for Proactive Adaptation in Pervasive Environments
    In: 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems / 7th International Conference on Self-Adaptive and Self-Organizing Systems (SASO), 9-13 September 2013, Philadelphia / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) 2013, S. 131 – 140
    DOI, Online Volltext
  • Sacco, Owen; Collina, Matteo; Schiele, Gregor; Corazza, Giovanni Emanuele; Breslin, John G.; Hauswirth, Manfred
    Fine-Grained Access Control for RDF Data on Mobile Devices
    In: Web Information Systems Engineering: WISE 2013 - 14th International Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part I / 14th International Conference on Web Information Systems Engineering - WISE 2013, 13 - 15 October 2013, Nanjing / Lin, Xuemin; Manolopoulos, Yannis; Srivastava, Divesh; Huang, Guangyan (Hrsg.) 2013, S. 478 – 487
    DOI
  • Engelbrecht, Herman Arnold; Schiele, Gregor
    Koekepan : Minecraft as a research platform
    In: Proceedings of Annual Workshop on Network and Systems Support for Games / Association for Computing Machinery-Digital Library (Hrsg.) 2013, 6820615
    DOI
  • Itzel, Laura; Tuttlies, Verena; Schiele, Gregor; Becker, Christian
    Consistency management for interactive peer-to-peer-based systems
    In: SIMUTools '10: Proceedings of the 3rd International ICST Conference on Simulation Tools and Techniques / SIMUTools '10: 3rd International Conference on Simulation Tools and Techniques, Torremolinos Malaga, Spain, March 15 - 19, 2010 / Perrone, L. Felipe (Hrsg.) 2012
    DOI
  • VanSyckel, Sebastian; Schiele, Gregor; Becker, Christian
    Extending Context Management for Proactive Adaptation in Pervasive Environments
    In: Ubiquitous Information Technologies and Applications: CUTE 2012 / 7th International Conference on Ubiquitous Information TEchnologies & Applications (CUTE 2012), 20-22 December 2012, Hong Kong / Han, Youn-Hee; Park, Doo-Soon; Jia, Weijia; Yeo, Sang-Soo (Hrsg.) 2012, S. 823 – 831
    DOI
  • Shirmohammadi, Shervin; Hu, Shun-Yun; Ooi, Wei Tsang; Schiele, Gregor; Wacker, Arno
    Mixing virtual and physical participation : The future of conference attendance?
    In: IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012): Proceedings / Institute of Electrical and Electronics Engineers (Hrsg.) 2012
    DOI (Open Access)
  • Krammer, Laura; Schiele, Gregor; Koch, Dieter; Becker, Christian
    Quality of Experience-Aware Event Synchronization for Distributed Virtual Worlds
    In: 2012 IEEE 18th International Conference on Parallel and Distributed Systems / 18th International Conference on Parallel and Distributed Systems (ICPADS 2012), 17-19 December 2012, Singapore / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) 2012, S. 604 – 611
    DOI, Online Volltext
  • Heger, Florian; Schiele, Gregor; Suselbeck, Richard; Itzel, Laura; Becker, Christian
    Scalability in peer-to-peer-based MMVEs: The continuous events approach
    In: 2012 IEEE Consumer Communications and Networking Conference (CCNC) / IEEE Consumer Communications and Networking Conference (CCNC), 2012: 14 - 17 Jan. 2012, Las Vegas, NV, USA / Institute of Electrical and Electronics Engineers (Hrsg.) 2012
    DOI
  • Tang, Lei; Zhou, Xingshe; Becker, Christian; Yu, Zhiwen; Schiele, Gregor
    Situation-Based Design : A Rapid Approach for Pervasive Application Development
    In: IEEE UIC-ATC 2012: and its Symposia/Demo/Workshops on Ubiquitous, Autonomic and Trusted Computing / 9th International Conference on Ubiquitous Intelligence and Computing & 9th International Conference on Autonomic and Trusted Computing (UIC-ATC 2012), 4-7 September 2012, Fukuoka, Japan / Institute of Electrical and Electronics Engineers (IEEE) (Hrsg.) 2012, S. 128 – 135
    DOI, Online Volltext
  • Mazzola Paluska, Justin; Pham, Hubert; Schiele, Gregor; Becker, Christian; Ward, Steve
    Vision : a Lightweight Computing Model for Fine-Grained Cloud Computing
    In: Proceedings of the third ACM workshop on Mobile cloud computing and services / MobiSys'12: The 10th International Conference on Mobile Systems, Applications, and Services, Low Wood Bay Lake District, UK, 25 June 2012 / Padhye, Jitendra (Hrsg.) 2012, S. 3 – 8
    DOI
  • Suselbeck, Richard; Heger, Florian; Schiele, Gregor; Becker, Christian
    Challenges for Selecting Optimal Coordinators in Peer-to-Peer-Based Massively Multi-User Virtual Environments
    In: Proceedings of 20th International Conference on Computer Communications and Networks (ICCCN) / 20th International Conference on Computer Communications and Networks (ICCCN), 2011: July 31, 2011 - Aug. 4, 2011, Lahaina, Maui, Hawaii, USA 2011
    DOI
  • Suselbeck, Richard; Schiele, Gregor; Komarnicki, Patricius; Becker, Christian
    Efficient bandwidth estimation for peer-to-peer systems
    In: 2011 IEEE International Conference on Peer-to-Peer Computing / IEEE International Conference on Peer-to-Peer Computing (P2P), 2011: Aug. 31 - Sept. 2 2011, Kyoto, Japan 2011
    DOI
  • Itzel, Laura; Suselbeck, Richard; Schiele, Gregor; Becker, Christian
    Specifying consistency requirements for massively multi-user virtual environments
    In: IEEE International Workshop on Haptic Audio Visual Environments and Games / IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE), 2011: 14 - 17 Oct. 2011, Qinhuangdao, Hebei, China ; [HAVE 2011 takes place jointly with] the 4th International Workshop on Massively Multiuser Virtual Environments (MMVE 2011) 2011
    DOI
  • Itzel, Laura; Heger, Florian; Schiele, Gregor; Becker, Christian
    The quest for meaningful mobility in massively multi-user virtual environments
    In: 10th Annual Workshop on Network and Systems Support for Games (NetGames) / 10th Annual Workshop on Network and Systems Support for Games (NetGames) : 6 - 7 Oct. 2011, Ottawa, Canada 2011
    DOI
  • Majuntke, Verena; Schiele, Gregor; Spohrer, Kai; Handte, Marcus; Becker, Christian
    A Coordination Framework for Pervasive Applications in Multi-User Environments
    In: Sixth International Conference on Intelligent Environments (IE): Proceedings / Sixth International Conference on Intelligent Environments (IE), 2010 : 19 - 21 July 2010, Kuala Lumpur, Malaysia / Callaghan, Victor (Hrsg.) 2010, S. 178 – 184
    DOI
  • Schiele, Gregor; Handte, Marcus; Becker, Christian
    Pervasive Computing Middleware
    In: Handbook of Ambient Intelligence and Smart Environments / Nakashima, Hideyuki; Aghajan, Hamid; Augusto, Juan Carlos (Hrsg.) 2010, S. 201 – 227
    DOI
  • Triebel, Tonio; Schnaufer, Sascha; Guthier, Benjamin; Lemelson, Hendrik; Schiele, Gregor; Effelsberg, Wolfgang
    REWARD a Real World Achievement and Record Database
    In: 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops) / 8th IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops), March 29, 2010 - April 2, 2010, Mannheim, Germany 2010
    DOI (Open Access)
  • Sueselbeck, Richard; Schiele, Gregor; Seitz, Sebastian; Becker, Christian
    Adaptive Update Propagation for Low-Latency Massively Multi-User Virtual Environments
    In: Proceedings of 18th International Conference on Computer Communications and Networks: [including workshop papers] / 18th International Conference on Computer Communications and Networks, 2009, ICCCN 2009: 3 - 6 Aug. 2009, San Francisco, California 2009
    DOI
  • Tuttlies, Verena; Schiele, Gregor; Becker, Christian
    End-User Configuration for Pervasive Computing Environments
    In: International Conference on Complex, Intelligent and Software Intensive Systems, 2009: including workshop papers / International Conference on Complex, Intelligent and Software Intensive Systems, 2009: CISIS '09 ; 16 - 19 March 2009, Fukuoka, Fukuoka Prefecture, Japan / Barolli, Leonard (Hrsg.) 2009
    DOI
  • Suselbeck, Richard; Schiele, Gregor; Becker, Christian
    Peer-to-peer support for low-latency Massively Multiplayer Online Games in the cloud
    In: Proceedings of the 8th Annual Workshop on Network and Systems Support for Games / 8th Annual Workshop on Network and Systems Support for Games (NetGames), 23-24 November 2009, Paris, France / Abdallah, Maha (Hrsg.) 2009
    DOI
  • Wacker, Arno; Schiele, Gregor; Holzapfel, Sebastian; Weis, Torben
    A NAT traversal mechanism for peer-to-peer networks
    In: Eighth International Conference on Peer-to-Peer Computing, 2008: P2P '08 ; 8 - 11 Sept. 2008, Aachen, Germany ; proceedings / P2P '08, Eighth International Conference on Peer-to-Peer Computing, 08.-11.09.2008, Aachen / Wehrle, Klaus (Hrsg.) 2008, S. 81 – 83
    DOI
  • Knoll, Mirko; Wacker, Arno; Schiele, Gregor; Weis, Torben
    Bootstrapping in Peer-to-Peer Systems
    In: 14th IEEE International Conference on Parallel and Distributed Systems, 2008: / 14th IEEE International Conference on Parallel and Distributed Systems, 2008: ICPADS '08 ; 8 - 10 Dec. 2008, Melbourne, Victoria, Australia 2008
    DOI
  • Schiele, Gregor; Süselbeck, Richard; Wacker, Arno; Triebel, Tonio; Becker, Christian
    Consistency Management for Peer-to-Peer-based Massively Multiuser Virtual Environments
    In: Proceedings of the 1st International Workshop on Massively Multiuser Virtual Environments (MMVE 08) / 1st International Workshop on Massively Multiuser Virtual Environments (MMVE 08) at IEEE Virtual Reality 2008, Reno, Nevada, USA, March 2008 2008
  • Schiele, Gregor; Handte, Marcus; Becker, Christian
    Experiences in Designing an Energy-Aware Middleware for Pervasive Computing
    In: Sixth Annual IEEE International Conference on Pervasive Computing and Communications, 2008: PerCom 2008 papers, workshop papers / Sixth Annual IEEE International Conference on Pervasive Computing and Communications, 2008: PerCom 2008 : Hong Kong, March 17 - 21, 2008 2008
    DOI
  • Handte, Marcus; Herrmann, Klaus; Schiele, Gregor; Becker, Christian; Rothermel, Kurt
    Automatic Reactive Adaptation of Pervasive Applications
    In: IEEE International Conference on Pervasive Services / IEEE International Conference on Pervasive Services: ICPS '07; 15 - 20 July 2007, Istanbul, Turkey 2007
    DOI (Open Access)
  • Tuttlies, Verena; Schiele, Gregor; Becker, Christian
    COMITY : Conflict Avoidance in Pervasive Computing Environments
    In: On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops; Proceedings, Part II / OTM Confederated International Workshops, AWeSOMe, CAMS, OTM Academy Doctoral Consortium, MONET, OnToContent, ORM, PerSys, PPN, RDDS, SSWS, and SWWS 2007, Vilamoura, Portugal, November 25-30, 2007 / Meersman, Robert; Herrero, Pilar; Tari, Zahir (Hrsg.) 2007, S. 763 – 772
    DOI (Open Access)
  • Knoll, Mirko; Wacker, Arno; Schiele, Gregor; Weis, Torben
    Decentralized bootstrapping in pervasive applications
    In: Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07): 19 - 23 March 2007, White Plains, New York, USA / 5th Annual IEEE International Conference on Pervasive Computing and Communications- PerComW'07, 19.-23.03.2007, White Plains, New York 2007, S. 589 – 592
    DOI, Online Volltext
  • Schiele, Gregor; Handte, Marcus; Becker, Christian
    Good Manners for Pervasive Computing : An Approach Based on the Ambient Calculus
    In: Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07): Proceedings / Fifth Annual IEEE International Conference on Pervasive Computing and Communications workshops, 2007, PerCom workshops 2007: 19 - 23 March 2007, White Plains, New York, USA 2007
    DOI
  • Schiele, Gregor; Suselbeck, Richard; Wacker, Arno; Hahner, Jorg; Becker, Christian; Weis, Torben
    Requirements of Peer-to-Peer-based Massively Multiplayer Online Gaming
    In: Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid '07): Proceedings / Seventh IEEE International Symposium on Cluster Computing and the Grid, 2007 : CCGRID 2007 ; 14 - 17 May 2007, Rio de Janeiro / Schulz, Bruno (Hrsg.) 2007
    DOI
  • Schiele, Gregor; Becker, Christian
    SANDMAN : an Energy-Efficient Middleware for Pervasive Computing
    In: GI/ITG KuVS Fachgespräch Systemsoftware und Energiebewusste Systeme / GI/ITG KuVS Fachgespräch Systemsoftware und Energiebewusste Systeme : 11. Oktober 2007, Universität Karlsruhe (TH) / Bellosa, Frank (Hrsg.) 2007, S. 1 – 5
  • Handte, Marcus; Herrmann, Klaus; Schiele, Gregor; Becker, Christian
    Supporting Pluggable Configuration Algorithms in PCOM
    In: Fifth Annual IEEE International Conference on Pervasive Computing and Communications Workshops (PerComW'07): Proceedings / Fifth Annual IEEE International Conference on Pervasive Computing and Communications workshops, 2007, PerCom workshops 2007: 19 - 23 March 2007, White Plains, New York, USA 2007
    DOI (Open Access)
  • Schiele, Gregor; Hähner, Jörg; Becker, Christian
    Web 2.0 : Technologien und Trends
    In: Interactive Marketing im Web 2.0+: Konzepte und Anwendungen für ein erfolgreiches Marketingmanagement im Internet / Bauer, Hans H.; Große-Leege, Dirk; Rösger, Jürgen (Hrsg.) 2007, S. 3 – 14
  • Stephan, Urbanski; Handte, Marcus; Schiele, Gregor; Rothermel, Kurt
    Experience using processes for pervasive applications
    In: Informatik 2006: Informatik für Menschen; Beiträge der 36. Jahrestagung der Gesellschaft für Informatik e.V. / 36. Jahrestagung der Gesellschaft für Informatik e.V. (GI); 2. bis 6. Oktober 2006 in Dresden / Hochberger, Christian (Hrsg.) 2006
  • Handte, Marcus; Schiele, Gregor; Urbanski, Stephan; Becker, Christian
    Adaptation Support for Stateful Components in PCOM
    In: Workshop Proceedings of Pervasive 2005, Workshop on Software Architectures for Self-Organization: Beyond Ad-Hoc Networking / Workshop on Software Architectures for Self-Organization: Beyond Ad-Hoc Networking at Pervasive 2005, München, Germany, 2005 2005
  • Schiele, Gregor; Becker, Christian; Rothermel, Kurt
    Energy-efficient cluster-based service discovery for Ubiquitous Computing
    In: EW 11: Proceedings of the 11th workshop on ACM SIGOPS European workshop / EW04: ACM SIGOPS European Workshop 2004, Leuven, Belgium, September 19 - 22, 2004 / Berbers, Yolande (Hrsg.) 2004
    DOI
  • Becker, Christian; Handte, Marcus; Schiele, Gregor; Rothermel, Kurt
    PCOM - A Component System for Pervasive Computing
    In: PERCOM '04: Proceedings of the Second IEEE International Conference on Pervasive Computing and Communications (PerCom'04) / Second IEEE Annual Conference on Pervasive Computing and Communications, 2004: Mar. 14 - 17, 2004, Orlando, Florida 2004
    DOI
  • Becker, Christian; Schiele, Gregor
    BASE : A Minimal yet Extensible Platform for Pervasive Computing
    In: Proceedings of the International Conference on Tales of the Disappearing Computer / Tales of the Disappearing Computer, Santorini 1-4 June 2003 2003
  • Becker, Christian; Schiele, Gregor; Gubbels, H.; Rothermel, Kurt
    BASE - a micro-broker-based middleware for pervasive computing
    In: Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2003, PerCom 2003 / First IEEE International Conference on Pervasive Computing and Communications : PerCom 2003, Fort Worth, Texas, 23-26 March 2003 2003
    DOI (Open Access)
  • Bauer, M.; Becker, Christian; Hähner, J.; Schiele, Gregor
    ContextCube : Providing context information ubiquitously
    In: 23rd International Conference on Distributed Computing Systems workshops: Proceedings / 23rd International Conference on Distributed Computing Systems workshops, 19-22 May 2003, Providence, Rhode Island, USA / (23rd :2003 :Providence, R.I.), International Conference on Distributed Computing Systems; Providence, R.I.), International Workshop on Assurance in Distributed Systems and Networks; IEEE Computer Society (Hrsg.) 2003, S. 308 – 313
    DOI (Open Access)
  • Handte, Marcus; Becker, Christian; Schiele, Gregor
    Experiences : Extensibility and Minimalism in BASE
    In: UbiComp 2003: Ubiquitous Computing / 5th International Conference, Seattle, WA, USA, October 12-15, 2003 2003
  • Becker, Christian; Schiele, Gregor
    Middleware and application adaptation requirements and their support in pervasive computing
    In: 23rd International Conference on Distributed Computing Systems Workshops: Proceedings / 23rd International Conference on Distributed Computing Systems workshops, 19-22 May 2003, Providence, Rhode Island, USA / (23rd :2003 :Providence, R.I.), International Conference on Distributed Computing Systems; Providence, R.I.), International Workshop on Assurance in Distributed Systems and Networks; IEEE Computer Society (Hrsg.) 2003
    DOI (Open Access)

    • Bücher/Sammelwerke/Tagungsbände

  • Schiele, Gregor; Luther, Wolfram (Hrsg.)
    Traceable use of emerging technologies in smart systems : J.UCS Special Issue
    Graz: J.UCS Consortium 2023
    (J.UCS : Journal of Universal Computer Science ; 29, 11)
    DOI, Online Volltext (Open Access)
  • Schiele, Gregor; et al. (Hrsg.)
    Machine Learning and Principles and Practice of Knowledge Discovery in Databases : International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings, Part I
    XKDD 2021 : 3rd International Workshop on eXplainable Knowledge Discovery in Data Mining, 13 - 17 Sep 2021, Virtual Event,
    Cham: Springer 2021
    (Communications in Computer and Information Science ; 1524)
    DOI
  • Gama, Joao; Pashami, Sepideh; Bifet, Albert; Sayed-Mouchawe, Moamar; Fröning, Holger; Pernkopf, Franz; Schiele, Gregor; Blott, Michaela (Hrsg.)
    IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning
    2nd International Workshop on IoT Streams for Data-Driven Predictive Maintenance ; IoT Streams 2020 ; September 14-18, 2020; Ghent, Belgium,
    Cham: Springer 2020
    (Communications in Computer and Information Science ; 1325)
    DOI, Online Volltext
  • Handte, Marcus; Marrón, Pedro José; Schiele, Gregor; Matoses, Manuel Serrano
    Adaptive middleware for the internet of things : The GAMBAS approach
    Aalborg: River Publishers 2019
    DOI (Open Access)
  • Schiele, Gregor; Hu, Shun-Yun; Weiskopf, Daniel; Leong, Ben (Hrsg.)
    Challenges in Designing Massively Multiuser Virtual Environments : Experiences from MMVE 2008
    2008
    (International Journal of Advanced Media and Communication ; 2,4)
  • Schiele, Gregor
    Beschreibung einer halbautomatisch abgeleiteten Architektur mit UML-Ausdrucksmitteln
    Stuttgart: Universitätsbibliothek der Universität Stuttgart 2001
    Online Volltext

    • Poster / Posterbeiträge

  • Helms, Domenik; Kettner, Mark; Perjikolaei, Behnam Razi; Einhaus, Lukas; Ringhofer, Christopher; Qian, Chao; Schiele, Gregor
    FPGA based low latency, low power stream processing AI
    2nd European Workshop on On-Board Data Processing (OBDP2021), 14-17 June 2021, Online, (Session 3),
    2021
    DOI (Open Access)

    • Abstracts

  • Buron, Leo; Kaiser, Leoni; Dicke, J.; Lorenz, Nick Johannes; Zimmermann, J.; Seidl, Karsten; Schiele, Gregor; Erbslöh, Andreas
    How to enable embedded neural signal processing in future retinal implants
    In: Artificial Vision 2024: The International Symposium on Visual Prosthetics; Proceedings / Artificial Vision 2024: The International Symposium on Visual Prosthetics; 05. - 06.12.2024; Aachen, Germany / German Medical Science (GMS) (Hrsg.) 2025, Doc24artvis46
    DOI (Open Access)
  • Wuerich, Carolin; Wiede, Christian; Schiele, Gregor; Grabmaier, Anton
    Fall Risk Assessment : A Comparative Analysis of Fall Risks in Elderly and their Underlying Causes
    54. Jahrestagung der Deutschen Gesellschaft für Biomedizinische Technik - BMT 2020, 29.9.-1.10.2020, Leipzig, online,
    In: Biomedical engineering = Biomedizinische Technik , Jg. 65 2020, Nr. s1 , Seiten S225 - S226
    DOI (Open Access)
  • VanSyckel, Sebastian; Schiele, Gregor; Becker, Christian
    POSTER Towards Proactive Adaptation in Pervasive Environments
    In: Mobile and Ubiquitous Systems: Computing, Networking, and Services; Selected Papers / 8th International ICST Conference, MobiQuitous 2011, Copenhagen, Denmark, December 6-9, 2011 / Puiatti, Alessandro; Gu, Tao; Cao, Jiannong (Hrsg.) 2012, S. 214 – 218
    DOI

    • Vorworte / Nachworte

  • Luther, Wolfram; Schiele, Gregor
    Traceable Use of Emerging Technologies in Smart Systems
    In: J.UCS: Journal of Universal Computer Science , Jg. 29 2023, Nr. 11, Special issue: Traceable use of emerging technologies in smart systems, S. 1250 – 1253
    DOI (Open Access)
  • Krupitzer, Christian; Schiele, Gregor; Tomforde, Sven
    ALPACA 2022: First Workshop on Adaptive, Learning Pervasive Computing Applications - Welcome and Committees : Welcome Message
    In: 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops): Proceedings / 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 21.-25.03.2022, Pisa 2022, S. I – II
    DOI (Open Access)
  • Bellman, Kirstie; Tomforde, Sven; Würtz, Rolf P.; Botev, Jean; Brinkschulte, Uwe; Diaconescu, Ada; Esterle, Lukas; Geihs, Kurt; Hoffmann, Martin; Karl, Wolfgang; Landauer, Chris; Lewis, Peter; Maehle, Erik; Mühl, Gero; Müller-Schloer, Christian; Ponsar, Hella; Reif, Wolfgang; Rudolph, Stefan; Schiele, Gregor; Sick, Bernhard; Stein, Anthony; Stewart, Christopher; Tessone, Claudio Juan; Wacker, Arno
    SISSY 2018 Foreword : 5th International Workshop on Self-Improving Systems Integration
    In: Proceedings of the 3rd International Workshops on Foundations and Applications of Self* Systems, FAS*W 2018 / FAS*W 2018; Trento; Italy; 3 - 7 September 2018 2019, S. XX – XXI
    DOI (Open Access)
  • Schiele, Gregor; Zhou, Gang
    Editorial: PerCom WiP 2017 : 2017 IEEE International Conference on Pervasive Computing and Communications Work in Progress - Welcome and Committees
    In: Proceedings of IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) / IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) took place 13-17 March 2017 in Big Island, HI, USA 2017, S. 7917474
    DOI

    • Dissertation

  • Schiele, Gregor
    System support for spontaneous pervasive computing environments
    Stuttgart 2007
    DOI

Ziel meiner aktuellen Forschung ist es, eingebettete Systeme zu entwickeln, die sich autonom an wechselnde Aufgaben und Umgebungen anpassen und so möglichst wartungsfrei, sicher und zuverlässig über sehr lange Betriebsdauern (d.h. Jahre bzw. Jahrzehnte lang) betrieben werden können. 

Aktuelle Forschungsprojekte:

  • LUTNet (energieeffiziente eingebettete KI)
  • KI-LiveS (eingebettete KI für die Industrie)