RLinearAlgebra.jl: A Cyberlaboratory for Randomized Linear Algebra

Modern scientific computations require processingdataatspeedsandscalesthatoverwhelmtraditionallinear algebra algorithms. Randomized Linear Alge-bra has tremendous promise to address these issues.This project bridges the gap between theory andpractice by providing cyberinfrastructure to proto-type, validate, and benchmark RLA algorithms.

现代科学计算所需处理的数据的速度与规模，已然远超传统线性代数算法的承载能力。随机线性代数（Randomized Linear Algebra）在解决此类问题上极具应用前景。本项目通过搭建科研网络基础设施，为随机线性代数算法的原型开发、验证与基准测试提供支撑，以此弥合理论与实践之间的鸿沟。