ARTICLES ...

Introduction to MSSQL Server Analysis Services


Creating Our First Cube
Working with Dimensions
Handling Time Dimensions
Parent-Child Dimensions
Working with the Cube Editor
Exploring Virtual Cubes
Custom Cubes: Financial Reporting
Custom Cubes: Financial Reporting - Part II
Drilling Through to Details: From Two Perspectives
Reporting Options for Analysis Services Cubes:            MS Excel
Reporting Options for Analysis Services Cubes: MS FrontPage
Reporting Options for Analysis Services Cubes: Cognos PowerPlay
Build a Web Site Traffic Analysis Cube: Part I
Build a Web Site Traffic Analysis Cube: Part II
MSAS Administration and Optimization: Simple Cube Usage Analysis
MSAS Administration and Optimization: Toward More Sophisticated Analysis
Using Calculated Cells in Analysis Services, Part I
Using Calculated Cells in Analysis Services, Part II
Reporting Options: ProClarity Professional, Part I
Reporting Options: ProClarity Professional, Part II
Putting Actions to Work in Regular Cubes
Actions in Virtual Cubes
Introduction to Local Cubes
Another Approach to Local Cube Design and Creation
Creating a Dynamic Default Member
Derived Measures vs. Calculated Measures
Basic Storage Design
Partitioning a Cube in Analysis Services - An Introduction
Performing Incremental Cube Updates - An Introduction
Semi-Additive Measures and Periodic Balances
Distinct Count Basics: Two Perspectives
Manage Distinct Count with a Virtual Cube
Point-and-Click Cube Schema Simplification

MDX, optimization, Performance, optimization, Island Technologies Inc., Bill Pearson, William E. Pearson, III,

Dimension, Query, Cognos, Business Objects, Reporting Services, Conversion, Design, Cube, model

Derived Measures vs. Calculated Measures

In dealing with MSAS implementations on a daily basis, and especially when being called upon to tune MSAS implementations performed by others, I come across the less-than-optimal use of calculated members quite often.  As most of us know, calculated members are dimensions or measures (depending upon the designated parent dimension) that are constructed, using a formula, from other dimensions or measures in our cubes. A typical example of a calculated member that is designed for a measure, to which we will refer in this article as a calculated measure, is a Profit calculated measure that is created by subtracting a cost / expense measure from a sales / revenue measure.  Another common calculated measure is a variance measure, which is created by taking a difference between an actual and a budgeted value (or similar kinds of values), among other approaches.

 If the calculation / formula that we use in creating the calculated measure consists of simple match between two measures, we can often use a derived measure instead. In this article, we will discuss the advantages and disadvantages involved, and compare and contrast the methods of adding these sorts of measures to our cubes.

In this article, we will discuss the advantages and disadvantages involved, and compare and contrast the methods of adding these sorts of measures to our cubes. In examining the use of derived measures to enhance cube response times, we will:

  • Prepare Analysis Services, as well as our environment, for the cube model we intend to design;

  • Discuss the drawbacks in using calculated members in cases where a derived measure might be substituted;

  • Discuss benefits and disadvantages that might accrue through the use of derived measures;

  • Describe an illustrative scenario, upon which we will determine that a derived measure can offer a tuning solution for a group of hypothetical information consumers;

  • Implement a simple solution through creation of a derived measure to replace an existing calculated measure;

  • Explain the results we obtain from the steps we take to accomplish the solution.

 

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SYNOPSIS & CONCEPTS :
 Synopsis:

Create a Derived Measure to replace an existing calculated measure, as an option for enhancing query processing performance. Join MSAS Architect Bill Pearson in a hands-on introduction to the underutilized approach of derived measures.

Concepts:

  • Analysis Services

  • OLAP

  • Cube

  • MSSQL Server

  • Calculated

  • Derived

  • MDX

  • Measure

  • Member

  • Source

  • Column

  • Property

  • Tail()

  • Filter

  • Item()

  • .Item

  • Member

  • DefaultMember

  • Dynamic

  • Tail
     

 

 

About the Series:

This article is a member of the series Introduction to MSSQL Server 2000 Analysis Services. The series is designed to provide hands-on application of the fundamentals of MS SQL Server 2000 Analysis Services, with each installment progressively adding features and techniques designed to meet specific real - world needs. For more information on the series, as well as the hardware / software requirements to prepare for the exercises we will undertake, please see my initial article, Creating Our First Cube.

MSAS, MSSQL, SQL, Server, Analysis, Services, Derived, Calculated, Measure, Member, Source, Column, Property, Tail, Filter, Item, Cube, MDX
All Contents Copyright Island Technologies Inc.
®  Island Technologies® and Island Technologies Inc.®  are registered trademarks of Island Technologies Inc., protected in the United States and other countries.  For information, contact Island.

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