Projects from Prof. Dr. Marco Platzner
Faculty of Computer Science, Electrical Engineering and Mathematics
EKI-App: Energy-efficient artificial intelligence in the data center by approximating deep neural networks for field-programmable gate arrays
The goal of the project is to increase the energy efficiency of AI systems for DNN inference by approximation methods and mapping on high-performance FPGAs. By adapting, further developing and providing a software tool chain based on the open source tool FINN for the automated, optimized and hardware-adapted implementation of DNNs on FPGAs and ...
Duration: 01/2023 - 12/2025
SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems
Current systems that incorporate AI technology mainly target the introduction phase, where a core component is training and adaptation of AI models based on given example data. SAIL’s focus on the full life-cycle moves the current emphasis towards sustainable long-term development in real life. The joint project SAIL addresses both basic research ...
Duration: 08/2022 - 07/2026
CRC 901 - Flexible Industrial Analytics on Reconfigurable Systems-on-Chip (Transfer project T1)
Duration: 10/2018 - 03/2022
PACE: Paderborn Center for Advanced Studies
Duration: 01/2016 - 12/2023
Contact: Prof. Dr. Eckhard Steffen
CRC 901 - On-The-Fly Compute Centers I: Heterogeneous Execution Environments (Subproject C2)
The objective of this subproject is the service execution on heterogeneous compute nodes: Which architectures, mechanisms for service migration and programming models are suitable for an efficient operation of heterogeneous compute nodes in an OTF Compute Center? In the third funding period, we will investigate approaches for dealing with the ...
Duration: 07/2011 - 06/2023
CRC 901: On-The-Fly Computing - Individualized IT-services in dynamic markets
The objective of CRC 901 – On-The-Fly Computing (OTF Computing) – is to develop techniques and processes for automatic on-the-fly configuration and provision of individual IT services out of base services that are available on world-wide markets. In addition to the configuration by special OTF service providers and the provision by so-called OTF ...
Duration: 07/2011 - 06/2023
Contact: Dr. Ulf-Peter Schroeder
