A Practical Guide to GPU-Initiated Communication for Molecular Dynamics at Scale
Researchers achieve up to a 2x performance increase in GROMACS molecular dynamics simulations by replacing CPU-bound MPI with direct GPU-initiated communication using NVIDIA NVSHMEM, overcoming key scaling bottlenecks on modern supercomputers.