Developing multiphysics applications that run on the supercomputers of the exascale era is a daunting task. The varying workload in different regions of a problem can make load balancing difficult, especially when simultaneously handling GPU and CPU resources. Task-based parallelism is a promising way out of this dilemma but it introduces significant complexity for the application developer...
The Discrete Domain Computation (DDC) library is a modern C++ library that aims to offer to the C++ world an equivalent to the xarray.DataArray Python environment. The Xarray library introduces labeled multidimensional arrays, enabling more intuitive data manipulation by associating dimensions with user-provided names rather than relying on positional indexing. This approach simplifies...
Kokkos-FFT is a library which started development in December 2023, as a part of the CExA project, and is now an official part of the Kokkos project. Its initial goals were to offer access to a Kokkos-aware performance-driven and portable FFT, with an API as simple as possible. It has been done by building an API inspired by NumPy FFT, which dispatch work to existing FFT libs (such as cufft,...
In this presentation, we’ll introduce our work on Krokkos, an experimental library designed to bridge the gap between Kokkos and Rust.
Rust, a modern systems programming language, excels in multi-threaded and memory-safe applications. Its ownership model guarantees that data races are caught at compile time, making it an attractive choice for scientific software development on shared‑memory...
