Shambhavi Balamuthu Sampath, Behzad Shomali, Nael Fasfous, Moritz Thoma, Judeson Anthony Fernando, Lukas Frickenstein, Pierpaolo Mori, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele
HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS
IEEE 38th International System-on-Chip Conference (SOCC)
2025

Marco Liess
Linux Power Management - Challenges in Modern Servers and how SmartNICs can help
ecoCompute Conference 2025
2025

Andreas Herkersdorf
SmartNIC Architectures and their Roles in High-Speed Networking
MPSoC Forum 2025
2025

Oliver Lenke, Yuanji Ye, Jens Nöpel, Thomas Wild, Georg Sigl, Andreas Herkersdorf
A Combined Preload & Security (PLS) Unit for In-Vehicle Memory Hierarchies
38th IEEE International System-on-Chip Conference
2025

Marco Liess, Franz Biersack, Lars Nolte, Thomas Wild, Andreas Herkersdorf
ecoNIC: SmartNIC-assisted power management for networking workloads in Linux servers
Microprocessors and Microsystems
2025
105209

Shambhavi Balamuthu Sampath, Sami Sawani, Moritz Thoma, Lukas Frickenstein, Pierpaolo Mori, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Claudio Passerone, Walter Stechele
LA-MTL: Latency-Aware Automated Multi-Task Learning
ACM/IEEE Design Automation Conference (DAC)
2025

Lukas Frickenstein, Moritz Thoma, Pierpaolo Mori, Shambhavi Balamuthu Sampath, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Christian Unger, Claudio Passerone, Walter Stechele
HotShot: A Loss-Guided Data Augmentation and Curriculum Learning Technique for the Task of Semantic Segmentation
Intelligent Vehicles Symposium (IV)
2025

Shambhavi Balamuthu Sampath, Leon Hecht, Moritz Thoma, Lukas Frickenstein, Pierpaolo Mori, Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein, Walter Stechele, Daniel Mueller-Gritschneder, Claudio Passerone
HiFi-SAGE: High Fidelity GraphSAGE-Based Latency Estimators for DNN Optimization
Design, Automation & Test in Europe Conference (DATE)
2025

Shambhavi Balamuthu Sampath, Judeson Anthony Fernando, Moritz Thoma, Nael Fasfous, Lukas Frickenstein, Pierpaolo Mori, Manoj Rohit Vemparala, Alexander Frickenstein, Ulf Schlichtmann, Walter Stechele
RepFC: Universal Structural Reparametrization Block for High Performance, Lightweight Deep Neural Networks
Computer Vision and Pattern Recognition Conference
2025

Maurer, Florian;Meidinger, Michael;Lu, Yiming;Schlemmer, Matthias;Hallermeier, Thomas;Surhonne, Anmol;Wild, Thomas;Herkersdorf, Andreas
Rule-Based Reinforcement Learning on FPGA for QoS-Aware Dynamic Frequency Scaling
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
2025
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