H2O at Scale enterprise architecture
We will look at H2O at Scale model building architecture through multiple lenses to allow architect stakeholders to understand how this technology addresses their common needs and concerns.
H2O at Scale components are flexible in how they are implemented, so first, we need to understand these alternatives and their implications, as elaborated in the following section.
H2O at Scale implementation patterns
There are three patterns for how H2O at Scale is implemented, as shown in the following diagram:
Figure 12.2 – Implementation patterns for H2O at Scale
A central concept to these patterns is that we are defining H2O at Scale components as Enterprise Steam, H2O Core (H2O-3 or Sparkling Water or both, with exportable H2O MOJO (short for Model Object, Optimized)), and an enterprise-server cluster (which H2O leverages but is not installed on). The reason for this component definition has been stated in many...
