To provide an interface to the data

To process data into a consumable format

To integrate data from multiple systems

To store raw data from various source systems

ModelOps

Data Mover

Compute Router

Session Manager

Ownership privilege

External authentication

Secure Zone

Profile

Secure the environment by restricting the analytic programming languages to R and Python.

Ensure modeled and structured data is used to answer all business questions.

Capability to access data with the latest open source and commercial analytic technologies.

Eliminate data preparation required on alternative architectures for analytic model creation.

Role

Profile

Secure Zone

User Defined Type

Vantage can both read and write NOS.

Vantage can neither read nor write NOS.

Vantage can write, but not read NOS.

Vantage can read, but not write NOS.

Primary Compute nodes copy the data to Native Disk Store.

Compute Workers or Compute Clusters access the data directly.

Teradata Parallel Transporter is used to load the data to Object File System.

Session Manager places the data in spool.

Secure Zones

External Authentication

Sparse Indexes

Row Level Security

PMML

BYOM

DecisionTreePredict

teradataml

Object File System

Compute Cluster

Primary Cluster

Native Object Store

Assigns system attributes

Maps to Internal Roles

Assigns database privileges

Maps to users

Jupyter Notebook

ModelOps

Python

H2O.ai