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OLAP Solutions: Building Multidimensional Information Systems Review by Andrea Vincenzi
Fundamental Olap principles
I was impressed by the quality of this book; this is probably the most complete book on OLAP theory and is a fundamental reading for professionals involved in the design of olap systems. In most cases it gives all the details and information needed to master this technology. It also contains some practical examples that are very useful to see how the theory can be applied in the real world.
I didn't read the first edition, but the second edition contains new sections and many updates, like a description of SQL-99 OLAP extensions.
The author chose to be vendor-independent, so all practical examples are based on a multidimensional language that he created, called Located Contents (LC). However, when I read it I had already used a couple of OLAP tools (Microsoft Analysis Services and Microstrategy), and I think that this helped me understand many of the concepts contained in the book.