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
原文地址:https://www.cnblogs.com/end/p/2617077.html