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by Marshall Presser
Data Warehousing with Greenplum
Foreword
Preface
Why Are We Writing This Book?
Who Are the “We”?
Who Is the Audience?
What the Book Covers
What It Doesn’t Cover
Where You Can Find More Information
How to Read This Book
Acknowledgments
1. Introducing the Greenplum Database
Problems with the Traditional Data Warehouse
Responses to the Challenge
A Brief Greenplum History
What Is Massively Parallel Processing
The Greenplum Database Architecture
Master and Standby Master
Segments and Segment Hosts
Private Interconnect
Mirror Segments
Learning More
2. Deploying Greenplum
Custom(er)-Built Clusters
Appliance
Public Cloud
Private Cloud
Choosing a Greenplum Deployment
Greenplum Sandbox
Learning More
3. Organizing Data in Greenplum
Distributing Data
Polymorphic Storage
Partitioning Data
Compression
Append-Optimized Tables
External Tables
Indexing
Learning More
4. Loading Data
INSERT Statements
COPY command
The gpfdist Tool
The gpload Tool
Learning More
5. Gaining Analytic Insight
Data Science on Greenplum with Apache MADlib
What Is Data Science and Why Is It Important?
Common Data Science Use Cases
Tools for Data Science
Apache MADlib (incubating)
R Interface
Text Analytics
Brief Overview of the Solr/GPText Architecture
Configuring Solr/GPText
Defining Your Analysis and Performing Text Searches
Administering GPText
Learning More
6. Monitoring and Managing Greenplum
Greenplum Command Center
Resource Queues
Greenplum Workload Manager
Greenplum Management Utilities
Common Tasks: Performed on a Regular Basis
Specialized Tasks: Performed as Needed
Learning More
7. Integrating with Real-Time Response
GemFire-Greenplum Connector
Problem Scenario: Fraud Detection
Supporting the Fraud Detection Process
Problem Scenario: Internet of Things Monitoring and Failure Prevention
What Is GemFire?
The GemFire-Greenplum Connector
Learning More
8. Optimizing Query Response
Fast Query Response Explained
Learning More
9. Learning More About Greenplum
Greenplum Sandbox
Greenplum Documentation
Pivotal Guru (formerly Greenplum Guru)
Greenplum Best Practices Guide
Greenplum Blogs
Greenplum YouTube Channel
Greenplum Knowledge Base
greenplum.org
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Data Warehousing with Greenplum
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