Serverless Fan-Out in Vaccine Research

Serverless Fan-Out in Vaccine Research Discovering new vaccines involves intensive data science: the 3D structure and shape of viruses need to be matched to the 3D structure of hundreds of thousands of proteins that can potentially bind on the virus surface. We will not go into the multiple challenges this problem poses from a methodological point of view, but focus on how to deal with the hundreds of thousands of proteins that enter the arena.

Continue reading

Kustomize Best Practices

Introduction In recent years, Kubernetes has become a renowned solution for orchestrating cloud-independent infrastructure. Open Analytics supports the data analysis process end to end. This includes infrastructure that underpins the data science platforms we build. Since we exclusively work with open technology, it should come as no surprise that we adopted Kubernetes early on in our technology stack. As Kubernetes rose in popularity and maturity, it became an essential backbone to deliver fully open-source data science platforms.

Continue reading