Ralph Kimball 数据仓库设计技巧集锦

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Design Tips 2012
Design Tip #147	Durable Super-Natural Keys
Design Tip #146	Is Big Data Compatible with the Data Warehouse?
Design Tip #145	Time Stamping Accumulating Snapshot Fact Tables
Design Tip #144	History Lesson on Ralph Kimball and Xerox PARC
Design Tip #143	Enjoy the Sunset
Design Tip #142	Building Bridges
Design Tips 2011
Design Tip #141	Expanding Boundaries of the Data Warehouse
Design Tip #140	Is it a Dimension, a Fact, or Both?
Design Tip #139	Much Ado About Nothing
Design Tip #138	Use a Design Charter to Keep Dimensional Design Activities on Track
Design Tip #137	Creating and Managing Shrunken Dimensions
Design Tip #136	Adding a Mini-Dimension to a Bridge Table
Design Tip #135	Conformed Dimensions as the Foundation for Agile Data Warehousing
Design Tip #134	Data Warehouse Testing Recommendations
Design Tip #133	Factless Fact Tables for Simplification
Design Tip #132	Kimball Forum Update
Design Tip #131	Easier Approaches For Harder Problems
Design Tips 2010
Design Tip #130	Accumulating Snapshots for Complex Workflows
Design Tip #129	Are IT Procedures Beneficial to DW/BI Projects?
Design Tip #128	Selecting Default Values for Nulls
Design Tip #127	Creating and Managing Mini-Dimensions
Design Tip #126	Disruptive ETL Changes
Design Tip #125	Balancing Requirements and Realities
Design Tip #124	Alternatives for Multi-valued Dimensions
Design Tip #123	Using the Dimensional Model to Validate Business Requirements
Design Tip #122	Call to Action for ETL Tool Providers
Design Tip #121	Columnar Databases: Game Changers for DW/BI Deployment?
Design Tip #120	Design Review Dos and Don’ts
Design Tips 2009 (PDF format—2009 design tips zipped)
Design Tip #119	Updating the Date Dimension
Design Tip #118	Managing Backlogs Dimensionally
Design Tip #117	Dealing with Data Quality: Don’t Just Sit There, Do Something!
Design Tip #116	Add Uncertainty to Your Fact Table
Design Tip #115	Kimball Lifecycle in a Nutshell
Design Tip #114	Avoiding Alternate Organization Hierarchies
Design Tip #113	Creating, Using, and Maintaining Junk Dimensions
Design Tip #112	Creating Historical Dimension Rows
Design Tip #111	Is Agile Enterprise Data Warehousing an Oxymoron?
Design Tip #110	Business Requirements Gathering Dos and Don’ts
Design Tip #109	Dos and Don’ts on the Kimball Forum
Design Tips 2008 (PDF format—2008 design tips zipped)
Design Tip #108	Design Tip #108 When is the Dimensional Model Design Done?
Design Tip #107	Using the SQL MERGE Statement for Slowly Changing Dimension Processing
Design Tip #106	Can the Data Warehouse Benefit from SOA?
Design Tip #105	Snowflakes, Outriggers, and Bridges
Design Tip #104	Upgrading your BI Architecture
Design Tip #103	Staffing the Dimensional Modeling Team
Design Tip #102	Server Configuration Considerations
Design Tip #101	Slowly Changing Vocabulary
Design Tip #100	Keep Your Keys Simple
Design Tip #99	Staging Areas and ETL Tools
Design Tip #98	Focus on Data Stewardship
Design Tips 2007 (PDF format—2007 design tips zipped)
Design Tip #97	Modeling Data as Both a Fact and Dimension Attribute
Design Tip #96	Think Like A Software Development Manager
Design Tip #95	Patterns to Avoid when Modeling Header/Line Item Transactions
Design Tip #94	Building Custom Tools for the DW/BI System
Design Tip #93	Transactions Create Time Spans
Design Tip #92	Dimension Manager and Fact Provider
Design Tip #91	Marketing the DW/BI System
Design Tip #90	Slowly Changing Entities
Design Tip #89	The Real Time Triage
Design Tip #88	Dashboards Done Right
Design Tip #87	Combining SCD Techniques Having It Both Ways

Design Tips 2006 (PDF format—2006 design tips zipped)
Design Tip #86		Reference Dimensions for Infrequently-Accessed Degenerates
Design Tip #85		Smart Date Keys to Partition Fact Tables
Design Tip #84		Readers’ Suggestions on Fact Table Surrogate Keys
Design Tip #83		Resist Abstract Generic Dimensions
Design Tip #82		Pivoting the Fact Table with a Fact Dimension
Design Tip #81		Fact Table Surrogate Keys
Design Tip #80		Dimension Row Change Reason Attributes
Design Tip #79		Dangerously Large Dimension Tables
Design Tip #78		Late Arriving Dimension Rows
Design Tip #77		Warning: Summary Data may be Hazardous
Design Tip #76		Advantages of a 64-bit Server
Design Tip #75		Creating the Metadata Strategy

Design Tips 2005 (PDF format—2005 design tips zipped)
Design Tip #74		Compliance-Enabled Data Warehouses
Design Tip #73		Relating to Agile Methodologies
Design Tip #72		Business Process Decoder Ring
Design Tip #71		Naming Conventions
Design Tip #70		Architecting Data for MS SQL Server 2005
Design Tip #69		Identifying Business Processes
Design Tip #68		Simple Drill-Across in SQL
Design Tip #67		Maintaining Back Pointers to Operational Sources
Design Tip #66		Implementation Analysis Paralysis
Design Tip #65		Document the ETL System
Design Tip #64		Avoid Isolating the DW and BI Teams
Design Tip #63		Building a Change Data Capture System

Design Tips 2004 (PDF format—2004 design tips zipped)
Design Tip #62		Alternate Hierarchies
Design Tip #61		Handling all the Dates
Design Tip #60		Big Shifts in Business Intelligence
Design Tip #59		Surprising Value of Data Profiling
Design Tip #58		BI Portal
Design Tip #57		Early Arriving Facts
Design Tip #56		Dimensional Modeling for Microsoft Analysis Services
Design Tip #55		Exploring Text Facts
Design Tip #54		Delivering Historical and Current Perspectives
Design Tip #53		Dimension Embellishments
Design Tip #52		Improving Operating Procedures
Design Tip #51		Latest Thinking on Time Dimension Tables

Design Tips 2003 (PDF format—2003 design tips zipped) Design Tip #50 Factless Fact Tables Design Tip #49 Off the Bench about the Bottoms Up Misnomer Design Tip #48 De-clutter with Junk Dimensions Design Tip #47 Business Initiatives versus Business Processes Design Tip #46 Another Look at Degenerate Dimensions Design Tip #45 Techniques for Modeling Intellectual Capital Design Tip #44 Reliance on the BI Tool’s Metadata Design Tip #43 Dealing With Nulls in a Dimensional Model Design Tip #42 Combining Periodic and Accumulating Snapshots

Design Tips 2002 (PDF format—2002 design tips zipped) Design Tip #41 Drill Down into a Detailed Bus Matrix Design Tip #40 Structure of an Analytic Application Design Tip #39 Bus Architecture Foundation for Analytic Applications Design Tip #38 Analytic Application—What's That? Design Tip #37 Modeling a Pipeline with Accumulating Snapshots Design Tip #36 To Be or Not To Be Centralized Design Tip #35 Modeling Time Spans Design Tip #34 You Don't Need an EDW Design Tip #33 Using CRM Measures as Behavior Tags Design Tip #32 Doing the Work at Extract Time

Design Tips 2001 (PDF format—2001 design tips zipped) Design Tip #31 Designing a Real Time Partition Design Tip #30 Put your Fact Tables on a Diet Design Tip #29 Graceful Modifications to Existing Fact and Dimension Tables Design Tip #28 Avoiding Catastrophic Failure of the Data Warehouse Design Tip #27 Being Off-line as Little as Possible Design Tip #26 Audit Dimensions to Track Lineage and Confidence Design Tip #25 Dimensional Models for Parent-Child Applications Design Tip #24 Multinational Dimensional Data Warehouse Considerations Design Tip #23 Rolling Prediction of the Future Design Tip #22 Variable Depth Customer Dimensions Design Tip #21 Declaring the Grain Design Tip #20 Sparse Facts and Facts with Short Lifetimes Design Tip #19 Replicating Dimensions Correctly Design Tip #18 Taking the Publishing Metaphor Seriously Design Tip #17 Populating Hierarchy Helper Tables

Design Tips 2000 (PDF format—2000 design tips zipped)
Design Tip #16		Hot Swappable Dimensions
Design Tip #15		Combining SCD Techniques
Design Tip #14		Arbitrary Balance Reporting with Transaction Facts
Design Tip #13		When Fact Tables can be used as Dimensions
Design Tip #12		Accurate Counting with a Dimensional Supplement
Design Tip #11		Accurate Counts within a Dimension
Design Tip #10		Is your Data Correct
Design Tip #9		Processing Slowly Changing Dimensions during Initial Load
Design Tip #8		Perfectly Partioning History with Type 2 SCD
Design Tip #7		Getting your Data Warehouse back on Track
Design Tip #6		Showing the Correlation between Dimensions
Design Tip #5		Surrogate Keys for the Time Dimension
Design Tip #4		Fast Changing Complex Customer Dimensions
Design Tip #3		Focus on Business Process, not Business Departments
Design Tip #2		Multiple Time Stamps
Design Tip #1		Guidelines for an Expressive Clickstream Data Mart