476 citations
- Karlsruhe Institute of TechnologyDE16 papers
- University of MünsterDE16 papers
- Lawrence Berkeley National LaboratoryUS15 papers
- Czech Academy of Sciences, Nuclear Physics InstituteCZ14 papers
- Institute for Nuclear ResearchRU14 papers
- Massachusetts Institute of TechnologyUS14 papers
- Max Planck Institute for PhysicsDE14 papers
- Technical University of MunichDE14 papers
- University of North Carolina at Chapel HillUS14 papers
- University of WashingtonUS14 papers
- University of WuppertalDE14 papers
- Carnegie Mellon UniversityUS13 papers
39 papers
An Empirical Analysis of High-Performance Computing Education in Germany
Anna-Lena Roth, Jonas Posner
The growing importance of High-Performance Computing (HPC) requires the systematic integration of parallel programming and performance-oriented competencies into computational scie…
A Practical Guide to Streaming Continual Learning
Andrea Cossu, Federico Giannini, Giacomo Ziffer +5
Continual Learning (CL) and Streaming Machine Learning (SML) study the ability of agents to learn from a stream of non-stationary data. Despite sharing some similarities, they addr…
Continuous-Flow Data-Rate-Aware CNN Inference on FPGA
Tobias Habermann, Michael Mecik, Zhenyu Wang +3
Among hardware accelerators for deep-learning inference, data flow implementations offer low latency and high throughput capabilities. In these architectures, each neuron is mapped…
Exploring Performance-Productivity Trade-offs in AMT Runtimes: A Task Bench Study of Itoyori, ItoyoriFBC, HPX, and MPI
Torben R. Lahnor, Mia Reitz, Jonas Posner +1
Asynchronous Many-Task (AMT) runtimes offer a productive alternative to the Message Passing Interface (MPI). However, the diverse AMT landscape makes fair comparisons challenging.…
Symmetry and Conserved Quantities in -Gravity: Mei vs. Noether Approaches
Tahia F. Dabash, Moataz H. Emam, Lukas Schoppner
We study the symmetries and conserved quantities in gravity for the static, spherically symmetric Reissner--Nordström spacetime using two complementary frameworks: Noether s…
MICP-L: Mesh-based ICP for Robot Localization using Hardware-Accelerated Ray Casting
Alexander Mock, Sebastian Pütz, Thomas Wiemann +1
Triangle mesh maps are a versatile 3D environment representation for robots to navigate in challenging indoor and outdoor environments exhibiting tunnels, hills and varying slopes.…