Table of Contents

Search

  1. Preface
  2. Introduction to Big Data Management Administration
  3. Authentication
  4. Running Mappings on a Cluster with Kerberos Authentication
  5. Authorization
  6. Cluster Configuration
  7. Cloud Provisioning Configuration
  8. Data Integration Service Processing
  9. Connections
  10. Multiple Blaze Instances on a Cluster
  11. Monitoring REST API

Big Data Management Administrator Guide

Big Data Management Administrator Guide

Deployment Types

Deployment Types

A deployment type represents big data processing requirements based on concurrency and volume.
The deployment type defines the amount of resources that application services and run-time engines require to function efficiently, and how resources should be allocated between the application services and run-time engines. The deployment types are Sandbox, Basic, Standard, and Advanced.
The following table describes the deployment types:
Deployment Type
Description
Sandbox
Used for proof of concepts or as a sandbox with minimal users.
Basic
Used for low volume processing with low levels of concurrency.
Standard
Used for high volume processing with low levels of concurrency.
Advanced
Used for high volume processing with high levels of concurrency.
Each deployment type is described using deployment criteria. The deployment criteria is a set of characteristics that are common to each deployment type. Use the deployment criteria to help you understand the deployment type that best fits the environment that you use for big data processing.
The following table defines the deployment criteria:
Deployment Criteria
Sandbox
Basic
Standard
Advanced
Total data volume
2-10 GB
10 GB - 2 TB
2 TB - 50 TB
50 TB+
Number of nodes in the Hadoop environment
2 - 5
5 - 25
25 - 100
100+
Number of developers
2
5
10
50
Number of concurrent jobs in the Hadoop environment
< 10
< 250
< 500
2000+
Number of Model repository objects
<1000
< 5000
5000 - 20000
20000+
Number of deployed applications
< 10
< 25
< 100
< 500
Number of objects per deployed application
< 10
< 50
< 100
< 100
For example, you estimate that your environment handles an average of 400 concurrent jobs and a data volume of 35 TB. According to the deployment criteria, the deployment type that best describes your environment is Standard.

0 COMMENTS

We’d like to hear from you!