I came Across this wonderful comparison between Ralph Kimball and Bill Inmon in the way data marts Should be built I decided to share it on my blog for your reference
Areas of agreement
- Consensus on need for solid business requirements and end-user validation
- Agreement that it is rarely feasible to build an entire warehouse at once - incremental development with a focus on high-priority elements
- Conformed dimensions are desirable
- Warehouse data needs to be tracked as atomically as possible
- Star schema is most desirable format for data marts
Areas of differences
- Bill Inmon
- Approach is known as Top-Down, or Corporate Information Factory
- Warehouse data should be stored in a centralized relational structure
- Dependent data marts should be created from central warehouse
- These data marts will employ star schemas
- Additional transformations may be employed between the warehouse and the data marts
- ODS is used for transaction level detail with little to no history
Inmon Kimball
- Ralph Kimball
- Approach is known as Bottom-Up, or Kimball Bus Architecture
- “… The data warehouse is nothing more than the union of all the data marts …”
- Conformed dimensions are the glue which unite disparate data marts, while Inmon maintains conformed dimensions within centralized relational structure
- ODS may be integrated directly into warehouse
1 comment:
thank u very much for ur sharing. very helpful~
Post a Comment