Allow me to bestow some well-deserved praise upon Bert Scalzo's terrific "Oracle DBA Guide to Data Warehousing and Star Schemas". A true gem - I won't go on another Oracle project without it.
What Bert provides here is nothing short of a clear and crisp recipe for success for implementing Oracle-based data warehouses. It fills in a much-needed area of dimensional data warehousing best practices, by describing precisely how to coax the best achieveable Oracle performance from dimensional data models.
I can't tell you how many projects I've been on where I've had to compromise physical data models in order to address perceived "shortcomings" in Oracle's ability to efficiently service dimensional queries. Using Bert's book on my most recent project, we followed his "recipe", and were able to consistently achieve the ideal query optimization plans and aggregate navigation behaviors - simply - without any of the usual hassles that I have (unfairly) come to associate with large scale Oracle data warehousing.
To data warehousing newbies I humbly suggest: pick up any one of Ralph Kimball's terrific texts on data warehouse design, and then if you are rendering it in Oracle, buy this book and follow its advice. The resultant system will be simple, powerful, and fast.
Bravo Bert - a great contribution to the field.
Jim Stagnitto
Llumino, Inc (www.llumino.com)