Vaishaal Shankar

numpywren: serverless linear algebra

2018 · arXiv (Cornell University)

Linear algebra operations are widely used in scientific computing and machine learning applications. However, it is challenging for scientists and data analysts to run linear algebra at scales beyond a single machine. Traditional approaches either …