Gregor Schiele

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 49

Top Topics

Ambient Intelligence

Flow Estimation

Top Venues

PerCom Workshops

J. Univers. Comput. Sci.

Publications

Tianheng Ling, Julian Hoever, Chao Qian, Gregor Schiele
FlowPrecision: Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantization. CoRR (2024)
Chao Qian, Tianheng Ling, Gregor Schiele
Exploring energy efficiency of LSTM accelerators: A parameterized architecture design for embedded FPGAs. J. Syst. Archit. 152 (2024)
Tianheng Ling, Chao Qian, Gregor Schiele
Towards Auto-Building of Embedded FPGA-based Soft Sensors for Wastewater Flow Estimation. CoRR (2024)
Chao Qian, Christopher Cichiwskyj, Tianheng Ling, Gregor Schiele
Idle is the New Sleep: Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During Inactivity. CoRR (2024)
Tianheng Ling, Chao Qian, Gregor Schiele
Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT. CoRR (2024)
Peter Zdankin, Viktor Matkovic, Gregor Schiele, Torben Weis
Towards Predicting the Perceived Brightness in a Smart Home Through Symbolic Regression. PerCom Workshops (2024)
Chao Qian, Christopher Cichiwskyj, Tianheng Ling, Gregor Schiele
Idle is the New Sleep: Configuration-Aware Alternative to Powering Off FPGA-Based DL Accelerators During Inactivity. ARCS (2024)
Tianheng Ling, Islam Mansour, Chao Qian, Gregor Schiele
An Automated Approach to Collecting and Labeling Time Series Data for Event Detection Using Elastic Node Hardware. CoRR (2024)
Tianheng Ling, Julian Hoever, Chao Qian, Gregor Schiele
FlowPrecision: Advancing FPGA-Based Real-Time Fluid Flow Estimation with Linear Quantization. PerCom Workshops (2024)
Chao Qian, Tianheng Ling, Gregor Schiele
ElasticAI: Creating and Deploying Energy-Efficient Deep Learning Accelerator for Pervasive Computing. PerCom Workshops (2023)
Wolfram Luther, Gregor Schiele
Traceable Use of Emerging Technologies in Smart Systems. J. Univers. Comput. Sci. 29 (11) (2023)
Gregor Schiele
Keynote: The Elastic AI Ecosystem - Towards A Holistic Pervasive System for Adaptive Artificial Intelligence. PerCom Workshops (2023)
Chao Qian, Tianheng Ling, Gregor Schiele
Energy Efficient LSTM Accelerators for Embedded FPGAs Through Parameterised Architecture Design. ARCS (2023)
Chao Qian, Tianheng Ling, Gregor Schiele
Enhancing Energy-efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs. CoRR (2023)
Tianheng Ling, Gregor Schiele
On-Device AI: Quantization-Aware Training of Transformers in Time-Series. PerCom Workshops (2023)
Mohammad Mohammadi Erbati, Gregor Schiele
A novel dynamic service function chaining to enable Ultra-Reliable Low Latency Communication in NFV. ConTEL (2023)
Tianheng Ling, Chao Qian, Lukas Einhaus, Gregor Schiele
A Study of Quantisation-aware Training on Time Series Transformer Models for Resource-constrained FPGAs. CoRR (2023)
Carolin Wuerich, Christian Wiede, Gregor Schiele
Cuffless Beat-to-Beat Blood Pressure Estimation from Photoplethysmogram Signals. CBMS (2023)
Tianheng Ling, Chao Qian, Gregor Schiele
On-Device Soft Sensors: Real-Time Fluid Flow Estimation from Level Sensor Data. CoRR (2023)
Franco Zambonelli, Virginia Dignum, Jeremy Pitt, Giovanni Sartor, Gregor Schiele
Panel-Pervasive Autonomy: Humans-in-the-loop or Forget-about-them? Panel Summary : March 24, 2022 14: 00. PerCom (2022)
Chao Qian, Lukas Einhaus, Gregor Schiele
ElasticAI-Creator: Optimizing Neural Networks for Time-Series-Analysis for on-Device Machine Learning in IoT Systems. SenSys (2022)
Moin Diwan, Zidu Li, Gregor Schiele, Bhaskar Choubey
Balanced Ternary Logic Gates with Memristors. ICECS 2022 (2022)
Chao Qian, Tianheng Ling, Gregor Schiele
Enhancing Energy-Efficiency by Solving the Throughput Bottleneck of LSTM Cells for Embedded FPGAs. PKDD/ECML Workshops (1) (2022)
Mohammad Mohammadi Erbati, Gregor Schiele
A novel reliable low-latency service function chaining to enable URLLC in NFV. ComNet (2022)
Franco Zambonelli, Virginia Dignum, Jeremy Pitt, Giovanni Sartor, Gregor Schiele
Pervasive Autonomy: Humans-in-the-loop or Forget-about-them? Panel Summary. PerCom (2022)
Armin Babaei, Gregor Schiele, Michael Zohner
Reconfigurable Security Architecture (RESA) Based on PUF for FPGA-Based IoT Devices. Sensors 22 (15) (2022)
Carolin Wuerich, Eva-Maria Humm, Christian Wiede, Gregor Schiele
A Feature-based Approach on Contact-less Blood Pressure Estimation from Video Data. EUSIPCO (2022)
Lukas Einhaus, Chao Qian, Christopher Ringhofer, Gregor Schiele
In-Situ Artificial Intelligence for Self-* Devices: The Elastic AI Ecosystem (Tutorial). ACSOS-C (2021)
Christopher Cichiwskyj, Gregor Schiele
Temporal Accelerators: Unleashing the Potential of Embedded FPGAs. J. Univers. Comput. Sci. 27 (11) (2021)
Mohammad Mohammadi Erbati, Gregor Schiele
Application- and reliability-aware service function chaining to support low-latency applications in an NFV-enabled network. NFV-SDN (2021)
Christopher Cichiwskyj, Stephan Schmeißer, Chao Qian, Lukas Einhaus, Christopher Ringhofer, Gregor Schiele
Elastic AI: system support for adaptive machine learning in pervasive computing systems. CCF Trans. Pervasive Comput. Interact. 3 (3) (2021)
Lukas Einhaus, Chao Qian, Christopher Ringhofer, Gregor Schiele
Towards Precomputed 1D-Convolutional Layers for Embedded FPGAs. PKDD/ECML Workshops (1) (2021)
Ashot N. Harutyunyan, Gregor Schiele
J.UCS special issue on Challenges for Smart Environments - Human-Centered Computing, Data Science, and Ambient Intelligence. Smart Human-Centered Computing (volume 2). J. Univers. Comput. Sci. 27 (12) (2021)
Alwyn Burger, David W. King, Gregor Schiele
Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action-Policies. ACSOS (2020)
Alwyn Burger, Patrick Urban, Jayson Boubin, Gregor Schiele
An Architecture for Solving the Eigenvalue Problem on Embedded FPGAs. ARCS (2020)
Alwyn Burger, Gregor Schiele, David W. King
Reconfigurable Embedded Devices Using Reinforcement Learning to Develop Action Policies. ACM Trans. Auton. Adapt. Syst. 15 (4) (2020)
Stephan Schmeißer, Gregor Schiele
coSense: The Collaborative Sensing Middleware for the Internet-of-Things. Trans. Data Sci. 1 (4) (2020)
Alwyn Burger, Chao Qian, Gregor Schiele, Domenik Helms
An Embedded CNN Implementation for On-Device ECG Analysis. PerCom Workshops (2020)
Christopher Cichiwskyj, Chao Qian, Gregor Schiele
Time to Learn: Temporal Accelerators as an Embedded Deep Neural Network Platform. IoT Streams/ITEM@PKDD/ECML (2020)
Alwyn Burger, Christopher Cichiwskyj, Stephan Schmeißer, Gregor Schiele
The Elastic Internet of Things - A platform for self-integrating and self-adaptive IoT-systems with support for embedded adaptive hardware. Future Gener. Comput. Syst. 113 (2020)
Gregor Schiele, Alwyn Burger, Christopher Cichiwskyj
The Elastic Node: An Experimentation Platform for Hardware Accelerator Research in the Internet of Things. ICAC (2019)
Armin Babaei, Gregor Schiele
Physical Unclonable Functions in the Internet of Things: State of the Art and Open Challenges. Sensors 19 (14) (2019)
Alwyn Burger, Gregor Schiele
Demo Abstract: Deep Learning on an Elastic Node for the Internet of Things. PerCom Workshops (2018)
Armin Babaei, Gregor Schiele
Spatial Reconfigurable Physical Unclonable Functions for the Internet of Things. SpaCCS Workshops (2017)
Alwyn Burger, Christopher Cichiwskyj, Gregor Schiele
Elastic Nodes for the Internet of Things: A Middleware-Based Approach. ICAC (2017)
Olga Kieselmann, Arno Wacker, Gregor Schiele
k-rAC: a Fine-Grained k-Resilient Access Control Scheme for Distributed Hash Tables. ARES (2017)
Christopher Cichiwskyj, Gregor Schiele
Using field-programmable gate arrays for learning non player characters. MMVE@MMSys (2016)
Milan Loviska, Otto Krause, Herman A. Engelbrecht, Jason B. Nel, Gregor Schiele, Alwyn Burger, Stephan Schmeißer, Christopher Cichiwskyj, Lilian Calvet, Carsten Griwodz, Pål Halvorsen
Immersed gaming in Minecraft. MMSys (2016)
Christian Krupitzer, Felix Maximilian Roth, Sebastian VanSyckel, Gregor Schiele, Christian Becker
A survey on engineering approaches for self-adaptive systems. Pervasive Mob. Comput. 17 (2015)
Sebastian VanSyckel, Dominik Schäfer, Verena Majuntke, Christian Krupitzer, Gregor Schiele, Christian Becker
COMITY: A framework for adaptation coordination in multi-platform pervasive systems. Pervasive Mob. Comput. 10 (2014)
Gregor Schiele, John Soldatos, Nathalie Mitton
Moving Towards Interoperable Internet-of-Things Deployments in Smart Cities. ERCIM News 2014 (98) (2014)
Riccardo Petrolo, Nathalie Mitton, John Soldatos, Manfred Hauswirth, Gregor Schiele
Integrating wireless sensor networks within a city cloud. SECON Workshops (2014)
Herman Arnold Engelbrecht, Gregor Schiele
Transforming Minecraft into a research platform. CCNC (2014)
Danh Le Phuoc, Anh Lê Tuán, Gregor Schiele, Manfred Hauswirth
Querying Heterogeneous Personal Information on the Go. ISWC (2) (2014)
Owen Sacco, Matteo Collina, Gregor Schiele, Giovanni Emanuele Corazza, John G. Breslin, Manfred Hauswirth
Fine-Grained Access Control for RDF Data on Mobile Devices. WISE (1) (2013)
Gregor Schiele
Keynote: Linked Data Technologien für das Internet der Dinge. GI-Jahrestagung (2013)
Urs Hengartner, Gregor Schiele
Message from the workshops chairs. PerCom Workshops (2013)
Herman Arnold Engelbrecht, Gregor Schiele
Koekepan: Minecraft as a Research Platform. NetGames (2013)
Verena Majuntke, Sebastian VanSyckel, Dominik Schäfer, Christian Krupitzer, Gregor Schiele, Christian Becker
COMITY: Coordinated application adaptation in multi-platform pervasive systems. PerCom (2013)
Zhiwen Yu, Xingshe Zhou, Daqing Zhang, Gregor Schiele, Christian Becker
Understanding social relationship evolution by using real-world sensing data. World Wide Web 16 (5-6) (2013)
Sebastian VanSyckel, Dominik Schäfer, Gregor Schiele, Christian Becker
Configuration Management for Proactive Adaptation in Pervasive Environments. SASO (2013)
Florian Heger, Gregor Schiele, Richard Süselbeck, Laura Itzel, Christian Becker
Scalability in peer-to-peer-based MMVEs: The continuous events approach. CCNC (2012)
Lei Tang, Xingshe Zhou, Christian Becker, Zhiwen Yu, Gregor Schiele
Situation-Based Design: A Rapid Approach for Pervasive Application Development. UIC/ATC (2012)
Marcus Handte, Gregor Schiele, Verena Majuntke, Christian Becker, Pedro José Marrón
3PC: System support for adaptive peer-to-peer pervasive computing. ACM Trans. Auton. Adapt. Syst. 7 (1) (2012)
Justin Mazzola Paluska, Hubert Pham, Gregor Schiele, Christian Becker, Steve Ward
Vision: a lightweight computing model for fine-grained cloud computing. MCS (2012)
Shervin Shirmohammadi, Shun-Yun Hu, Wei Tsang Ooi, Gregor Schiele, Arno Wacker
Mixing virtual and physical participation: The future of conference attendance? HAVE (2012)
Laura Krammer, Gregor Schiele, Dieter Koch, Christian Becker
Quality of Experience-Aware Event Synchronization for Distributed Virtual Worlds. ICPADS (2012)
Laura Itzel, Florian Heger, Gregor Schiele, Christian Becker
The quest for meaningful mobility in massively multi-user virtual environments. NETGAMES (2011)
Richard Süselbeck, Florian Heger, Gregor Schiele, Christian Becker
Challenges for Selecting Optimal Coordinators in Peer-to-Peer-Based Massively Multi-User Virtual Environments. ICCCN (2011)
Sebastian VanSyckel, Gregor Schiele, Christian Becker
POSTER Towards Proactive Adaptation in Pervasive Environments. MobiQuitous (2011)
Richard Süselbeck, Gregor Schiele, Patricius Komarnicki, Christian Becker
Efficient bandwidth estimation for peer-to-peer systems. Peer-to-Peer Computing (2011)
Gregor Schiele, Giuseppe De Pietro, Jalal Al-Muhtadi, Zhiwen Yu
Mobile and Ubiquitous Computing. Euro-Par (2) (2010)
Gregor Schiele, Anand Ranganathan, Roy H. Campbell, Justin Mazzola Paluska
IEEE International Workshop on Middleware Support for Pervasive Computing (PerWare 2010): Message from the workshop chairs. PerCom Workshops (2010)
Laura Itzel, Verena Tuttlies, Gregor Schiele, Christian Becker
Consistency management for interactive peer-to-peer-based systems. SimuTools (2010)
Verena Majuntke, Gregor Schiele, Kai Spohrer, Marcus Handte, Christian Becker
A Coordination Framework for Pervasive Applications in Multi-user Environments. Intelligent Environments (2010)
Tonio Triebel, Sascha Schnaufer, Benjamin Guthier, Hendrik Lemelson, Gregor Schiele, Wolfgang Effelsberg
REWARD a Real World Achievement and record database. PerCom Workshops (2010)
Richard Süselbeck, Gregor Schiele, Sebastian Seitz, Christian Becker
Adaptive Update Propagation for Low-Latency Massively Multi-User Virtual Environments. ICCCN (2009)
Verena Tuttlies, Gregor Schiele, Christian Becker
End-User Configuration for Pervasive Computing Environments. CISIS (2009)
Jalal Al-Muhtadi, Roy H. Campbell, Anand Ranganathan, Gregor Schiele
Message from the Workshop Co-Organizers. PerCom Workshops (2009)
Richard Süselbeck, Gregor Schiele, Christian Becker
Peer-to-peer support for low-latency Massively Multiplayer Online Games in the cloud. NETGAMES (2009)
Florian Heger, Gregor Schiele, Richard Süselbeck, Christian Becker
Towards an Interest Management Scheme for Peer-based Virtual Environments. Electron. Commun. Eur. Assoc. Softw. Sci. Technol. 17 (2009)
Tonio Triebel, Benjamin Guthier, Richard Süselbeck, Gregor Schiele, Wolfgang Effelsberg
Peer-to-peer infrastructures for games. NOSSDAV (2008)
Arno Wacker, Gregor Schiele, Sebastian Holzapfel, Torben Weis
A NAT Traversal Mechanism for Peer-To-Peer Networks. Peer-to-Peer Computing (2008)
Arno Wacker, Gregor Schiele, Sebastian Schuster, Torben Weis
Towards an authentication service for Peer-to-Peer based Massively Multiuser Virtual Environments. Int. J. Adv. Media Commun. 2 (4) (2008)
Mirko Knoll, Arno Wacker, Gregor Schiele, Torben Weis
Bootstrapping in Peer-to-Peer Systems. ICPADS (2008)
Gregor Schiele, Marcus Handte, Christian Becker
Experiences in Designing an Energy-Aware Middleware for Pervasive Computing. PerCom (2008)
Gregor Schiele, Marcus Handte, Christian Becker
Good Manners for Pervasive Computing--An Approach Based on the Ambient Calculus. PerCom Workshops (2007)
Gregor Schiele, Richard Süselbeck, Arno Wacker, Jörg Hähner, Christian Becker, Torben Weis
Requirements of Peer-to-Peer-based Massively Multiplayer Online Gaming. CCGRID (2007)
Mirko Knoll, Arno Wacker, Gregor Schiele, Torben Weis
Decentralized Bootstrapping in Pervasive Applications. PerCom Workshops (2007)
Verena Tuttlies, Gregor Schiele, Christian Becker
COMITY - Conflict Avoidance in Pervasive Computing Environments. OTM Workshops (2) (2007)
Marcus Handte, Klaus Herrmann, Gregor Schiele, Christian Becker
Supporting Pluggable Configuration Algorithms in PCOM. PerCom Workshops (2007)
Marcus Handte, Klaus Herrmann, Gregor Schiele, Christian Becker, Kurt Rothermel
Automatic Reactive Adaptation of Pervasive Applications. ICPS (2007)
Stephan Urbanski, Marcus Handte, Gregor Schiele, Kurt Rothermel
Experience using Processes for Pervasive Applications. GI Jahrestagung (1) (2006)
Gregor Schiele, Christian Becker, Kurt Rothermel
Energy-efficient cluster-based service discovery for Ubiquitous Computing. ACM SIGOPS European Workshop (2004)
Christian Becker, Marcus Handte, Gregor Schiele, Kurt Rothermel
PCOM - A Component System for Pervasive Computing. PerCom (2004)
Christian Becker, Gregor Schiele, Holger Gubbels, Kurt Rothermel
BASE - A Micro-Broker-Based Middleware for Pervasive Computing. PerCom (2003)
Christian Becker, Gregor Schiele
Middleware and Application Adaptation Requirements and Their Support in Pervasive Computing. ICDCS Workshops (2003)
Martin Bauer, Christian Becker, Jörg Hähner, Gregor Schiele
ContextCube - Providing Context Information Ubiquitously. ICDCS Workshops (2003)