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Ralph Kimball coinvented the Star Workstation at Xerox and founded Red Brick Systems. He has three best-selling data warehousing books in print, including The Data Webhouse Toolkit (Wiley, 2000). He teaches dimensional data warehouse design through Kimball University and critically reviews large data warehouse projects. You can reach him through his Web site, www.rkimball.com.

Buy Ralph's new book, The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling (Second Edition), at the Intelligent Enterprise Book Store.


The Fundamentals Series
Ralph Kimball responds to reader requests by delivering a multi-part Fundamentals series, going back over the principles of data warehouse design.

Don't Forget the Owners Manual
Ensure trouble-free data warehouse and BI deployments by answering critical planning questions.
by Joy Mundy
July 1 , 2005

Alan Alda's Interviewing Tips for Uncovering Business Requirements
Good listening and conversational skills will uncover hidden needs and 'shadow functions.'

May 1 , 2005

Slowly Changing Dimensions Are Not Always as Easy as 1, 2, 3
How do you deal with changing dimensions? Hybrid approaches fill gaps left by the three fundamental techniques

March 1 , 2005

The 38 Subsystems of ETL
Three little letters -- E,T, and L -- obscure the reality of 38 subsystems vital to successful data warehousing.
by Ralph Kimball
December 4 , 2004

Surrounding the ETL Requirements
Make sure you know your requirements before getting started on ETL.
by Margy Ross & Ralph Kimball
November 13 , 2004

Fables and Facts
Do you know the difference between dimensional modeling truth and fiction?

October 16 , 2004

Boosting Business Acceptance
Business acceptance is a bigger problem than BI/DW professionals want to admit. Here's how to get on the right track.

August 7 , 2004

Data Warehouse Check-Ups
Periodic check-ups will help you avoid letting business intelligence and data warehousing problems spin out of control.
by Margy Ross & Ralph Kimball
June 12 , 2004

Coping With Growing Pains
Your dimensional data mart is popular: Will you be ready once users clamor for more?

May 1 , 2004

Dashboard Confusion
Delve beneath the marketing hype if you want to gain a clear understanding of BI dashboards.

March 20 , 2004

Data Warehouse Dining Experience
Managing a data warehouse is similar to running a restaurant.
by Margy Ross & Ralph Kimball
January 1, 2004

Measure Twice, Cut Once
As with construction, you must plan before building the ETL.
by Warren Thornthwaite, Edited by Margy Ross
December 10, 2003

Beyond Paving the Cow Paths
Use the five-stage analytic framework to deliver more from the data warehouse
by Bill Schmarzo, Edited By Margy Ross
November 18, 2003

No Detail Too Small
Although there's no substitute for atomic details, look into complementary consolidations
by Margy Ross & Ralph Kimball
October 30, 2003

Fistful of Flaws
Use this checklist to review your dimensional models
by Margy Ross & Ralph Kimball
October 10, 2003

The Bottom-Up Misnomer
Our data-warehousing approach is sometimes referred to as bottom-up, but it's far from it
by Margy Ross & Ralph Kimball
September 17, 2003

Habits of Effective Sponsors
Business sponsors can make or break a data warehouse program. What habits make or break a business sponsor?
by Margy Ross edited by Ralph Kimball
September 1, 2003

Better Storytelling
Dimensional design techniques bind events into stories
by Jim Stagnitto edited by Ralph Kimball
August 10, 2003

RFID Tags and Smart Dust
RFID tagging will create not just a tidal wave of data, but lifetime employment for data warehouse designers
by Ralph Kimball
July 18, 2003

Real Time: Get Real, Part II
Start by discarding your current concepts of ETL
by Neil Raden edited by Ralph Kimball
June 30, 2003

Real Time: Get Real
Take the idea of a real-time data warehouse with a grain of salt, then realize the possibilities
by Neil Raden edited by Ralph Kimball
June 17, 2003

Is Hand-Coded ETL the Way to Go?
Absolutely yes, or absolutely no, depending...
by Gary Nissen edited by Ralph Kimball
May 31, 2003

TCO Starts With the End User
The conventional view of data warehouse total cost of ownership is myopic and wrong
by Ralph Kimball
May 13, 2003

The Soul of the Data Warehouse, Part 3: Handling Time
The data warehouse takes a pledge to preserve history
by Ralph Kimball
April 22, 2003

The Soul of the Data Warehouse, Part Two: Drilling Across
Drilling across means asking for the same row headers from another fact table
by Ralph Kimball
April 5, 2003

The Soul of the Data Warehouse, Part One: Drilling Down
Drilling down just means 'show me more detail'
by Ralph Kimball
March 20, 2003

Declaring the Grain
It's the most important dimensional design step after identifying data sources
by Ralph Kimball
March 1, 2003

To Be or Not To Be Centralized
Contrary to conventional data warehouse wisdom, physical centralization is not the question
by Margy Ross
February 1, 2003

Fact Tables and Dimension Tables
The logical foundation of dimensional modeling
by Ralph Kimball
January 1, 2003

The Promise of Decision Support
Analytic applications return to the original reason for the data warehouse
by Bill Schmarzo
December 5, 2002

Designing the Financial Data Warehouse
Now that the finance function has knocked on your door, what's next?
by Dan Hughes
November 15, 2002

Divide and Conquer
Build your data warehouse one piece at a time
by Ralph Kimball
October 30, 2002

Relating to OLAP
OLAP and ROLAP are a continuum, not competitors
by Joy Mundy
October 8, 2002

Two Powerful Ideas
The foundations for modern data warehousing
by Ralph Kimball
September 17, 2002

Design Constraints and Unavoidable Realities
No design problem in school was this hard
by Ralph Kimball
September 3, 2002

What Changed?
Use a multivalued outrigger table to add expressive power to your dimensions
by Joe Caserta
August 12, 2002

An Engineer's View
It's worthwhile to remind ourselves why we build data warehouses the way we do
by Ralph Kimball
July 26, 2002

The Finance Function Knocks at Your Door
Are you ready to take on the analytic needs of your finance people?
by Ken Jones
June 28, 2002

Tricky Time Spans
The time dimension isn't nearly as simple as it looks
by Ralph Kimball
June 13, 2002

Prime Time for XML
Open up new application types with XML embedded in your relational databases
by Steve Tracy
May 28, 2002

The Unity Dimension
A saner solution for when differing entites share a role
by Nick Galemmo, Edited By Ralph Kimball
June 13, 2001

Joint Effort
Administer the distributed data warehouse correctly or lose it!
by Ralph Kimball
May 24, 2001

Getting Started and Finishing Well
A well-defined process for data warehouse projects brings business value and project success
by Peter Nolan, Edited by Ralph Kimball
May 07, 2001

XML Will Make It Easier
Data integration and reuse possibilities are wide open but not yet very well realized
by Ralph Kimball
April 16, 2001

Close the Loop
Integrate your warehouse with your operational systems before you are overrun
by Steve Tracy
March 27, 2001

Adjust Your Thinking for SANs
Storage area networks offer interesting advantages to the data warehouse
by Ralph Kimball
March 08, 2001

Smarter Data Warehouses
We need a better analytic language than SQL
by Joy Mundy
February 16, 2001

Address Space
Turn your data warehouse into a geographic information system
by Ralph Kimball
January 30, 2001

Spatial Enabling Your Data Warehouse
Ralph goes to MapObjects basic training
by Ralph Kimball
January 01, 2001

Is Your Data Correct?
Simple statistical techniques can help you ensure that users have accurate information at their fingertips
by Ralph Kimball
December 05, 2000

Fact Tables for Text Document Searching
Using a similarity metric as a measured fact
by Ralph Kimball
November 10, 2000

The Keyword Dimension
Using keywords in a data warehouse of historical letters
by Ralph Kimball
October 20, 2000

Backward in Time
Stitching late-arriving records into an existing data warehouse
by Ralph Kimball
September 29, 2000

The Software Developer in Us
Data warehouse designers have a lot to learn from good, old-fashioned software developers
by Ralph Kimball
September 8, 2000

Enforcing the Rules
Most data warehouses do a poor job of supporting all business rules: We can do better
by Ralph Kimball
August 18, 2000

There Are No Guarantees
Entity-relation modeling is far from being a universal solution for data warehouse business rules
by Ralph Kimball
August 1, 2000

Watching the Watchers
It's time we added the term 'privacy architecture' to our vocabularies
by Ralph Kimball
July 17, 2000

ERP Vendors: Bring Down Those Walls
ERP vendors need a more open, dynamic approach if they are to join the e-business paradigm
by Ralph Kimball
June 26, 2000

Welcoming the Packaged App
Make sure your packaged application is part of your data Webhouse
by Ralph Kimball
June 5, 2000

Is Your Dimensional Data Warehouse Expressive?
Completing the 20 criteria for rating your dimensional data warehouse
by Ralph Kimball
May 15, 2000

Rating Your Dimensional Data Warehouse
Twenty Criteria for Comparing Systems
by Ralph Kimball
April 28, 2000

Indicators of Quality
Use your standard query tools to track data quality and lineage
by Ralph Kimball
April 10, 2000

Mystery Dimensions
Making sense of rogue fields in your fact table
by Ralph Kimball
March 20, 2000

Digital Preservation
Keeping our warehouses for 50 years
by Ralph Kimball
March 1, 2000

Many Alternate Realities
Describing the Past Accurately: Data Warehouse Designers' Unique Challenge
by Ralph Kimball
February 9, 2000

The Special Dimensions Of the Clickstream
These Key Dimensions Make Customer “Gesture” Behavior Comprehensible
by Ralph Kimball
January 20, 2000

Millennium Ahead
Predictions for a Webhousing Revolution
by Ralph Kimball
January 1, 2000

Differences of Opinion
The Kimball bus architecture and the Corporate Information Factory: What are the fundamental differences?
by Margy Ross & Ralph Kimball
March 6 , 2004





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