KaMPIng: Flexible and (Near) Zero-Overhead C++ Bindings for MPI
Tim Niklas Uhl, Matthias Schimek, Lukáš Hübner, Demian Hespe, Florian Kurpicz, Daniel Seemaier, Christoph Stelz, Peter W. Sanders · 2024
The Message-Passing Interface (MPI) and C++ form the backbone of high-performance computing, but MPI only provides $\mathbf{C}$ and Fortran bindings. While this offers great language interoperability, high-level programming languages like C++ make software development quicker and less error-prone.We propose novel $\mathrm{C}_{++}$language bindings that cover all abstraction levels from low-level MPI calls to convenient STL-style bindings, where most parameters are inferred from a small subset of parameters, by bringing named parameters to C++. This enables rapid prototyping and fine-tuning runtime behavior and memory management. A flexible type system and additional safety guarantees help to prevent programming errors.By exploiting C++’s template metaprogramming capabilities, this has (near) zero overhead, as only required code paths are generated at compile time.We demonstrate that our library is a strong foundation for a future distributed standard library using multiple application benchmarks, ranging from text-book sorting algorithms to phylogenetic interference.