Redwood – towards clusterless supercomputing in the cloud

TitleRedwood – towards clusterless supercomputing in the cloud
Publication TypePresentation
Year of Publication2021
AuthorsPhilipp A. Witte
Keywordscloud computing, clusterless, HPC, Julia, ML4SEISMIC, SLIM

We present Redwood, a Julia framework for clusterless supercomputing in the cloud. Redwood provides a set of distributed programming macros that enable users to remotely execute Julia functions in parallel through cloud services for batch and serverless computing. We present the architecture and design of Redwood, as well as its application to existing Julia packages for machine learning and inverse problems.

Citation Keywitte2021ML4SEISMICrtc