by Jamie F Olson
Professional Services Consultant, Revolution Analytics
One challenge in transitioning R code into a production environment is ensuring consistency and reliability. These challenges span a wide variety of issues, but runtime characteristics are an important operational characteristic. Specifically, production code should have a consistent, predictable runtime for a particular computational infrastructure. Among other things, this makes it possible to plan and scale IT infrastructure based on operational requirements.