252 citations · 339 across the 5 of their papers we have counts for
5 papers
Towards Computational Performance Engineering for Unsupervised Concept Drift Detection -- Complexities, Benchmarking, Performance Analysis
Elias Werner, Nishant Kumar, Matthias Lieber +3
Concept drift detection is crucial for many AI systems to ensure the system's reliability. These systems often have to deal with large amounts of data or react in real-time. Thus,…
FAIR data enabling new horizons for materials research
Matthias Scheffler, Martin Aeschlimann, Martin Albrecht +11
The prosperity and lifestyle of our society are very much governed by achievements in condensed matter physics, chemistry and materials science, because new products for sectors su…
Turning Privacy Constraints into Syslog Analysis Advantage
Siavash Ghiasvand, Florina M. Ciorba, Wolfgang E. Nagel
The mean time between failures (MTBF) of HPC systems is rapidly reducing, and that current failure recovery mechanisms e.g., checkpoint-restart, will no longer be able to recover t…
Performance-Portable Many-Core Plasma Simulations: Porting PIConGPU to OpenPower and Beyond
Erik Zenker, René Widera, Axel Huebl +4
With the appearance of the heterogeneous platform OpenPower,many-core accelerator devices have been coupled with Power host processors for the first time. Towards utilizing their f…
Alpaka - An Abstraction Library for Parallel Kernel Acceleration
Erik Zenker, Benjamin Worpitz, René Widera +5
Porting applications to new hardware or programming models is a tedious and error prone process. Every help that eases these burdens is saving developer time that can then be inves…