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70-467 · Question #26

70-467 Question #26: Real Exam Question with Answer & Explanation

The correct answer is C: Create a multidimensional project and define measures and a many-to-many dimensional. The schema requires bidirectional aggregation between students and classes, which is a classic many-to-many dimensional relationship that SSAS multidimensional projects handle natively.

Question

You are developing the database schema for a SQL Server Analysis Services (SSAS) BI Semantic Model (BISM). The BISM will be based on the schema displayed in the following graphic. You have the following requirements: - Ensure that queries of the data model correctly display average student age by class and average class level by student. - Minimize development effort. You need to design the data model. What should you do? (More than one answer choice may achieve the goal. Select the BEST answer.)

Exhibit

70-467 question #26 exhibit

Options

  • ACreate a multidimensional project and define measures and a reference relationship.
  • BCreate a tabular project and define calculated columns.
  • CCreate a multidimensional project and define measures and a many-to-many dimensional
  • DCreate a tabular project and define measures.

Explanation

The schema requires bidirectional aggregation between students and classes, which is a classic many-to-many dimensional relationship that SSAS multidimensional projects handle natively.

Common mistakes.

  • A. A reference relationship routes a dimension through an intermediate dimension to the fact table, which does not resolve the bidirectional many-to-many aggregation required between students and classes.
  • B. Calculated columns in a tabular project compute row-level derived values but do not define the relational cardinality needed for correct bidirectional aggregation across a many-to-many relationship.
  • D. A tabular project using only measures would require complex DAX to replicate many-to-many behavior, increasing development effort rather than minimizing it.

Concept tested. SSAS multidimensional many-to-many dimension relationships

Reference. https://learn.microsoft.com/en-us/analysis-services/multidimensional-models/define-a-many-to-many-relationship-and-many-to-many-relationship-properties

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