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SC2024顶会

KaMPIng: Flexible and (Near) Zero-Overhead C++ Bindings for MPI

Tim Niklas Uhl, Matthias Schimek, Lukas Hübner, Demian Hespe, Florian Kurpicz, Daniel Seemaier, Christoph Stelz, Peter Sanders

2024年份
12被引次数
1顶会引用

摘要

The Message-Passing Interface (MPI) and C++ form the backbone of high-performance computing, but MPI only provides C\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 C++\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.

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