So Takao

Scalable Data Assimilation with Message Passing

2024 · arXiv (Cornell University)

Data assimilation is a core component of numerical weather prediction systems. The large quantity of data processed during assimilation requires the computation to be distributed across increasingly many compute nodes, yet existing approaches suffer from …