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70-467 · Question #126

You are redesigning a SQL Server Analysis Services (SSAS) database that contains a cube named Sales. Before the initial deployment of the cube, partition design was optimized for processing time…

The correct answer is A. Use the Usage-Based Optimization Wizard to create aggregations for the current partitions. The Usage-Based Optimization Wizard creates aggregations driven by actual query log data, targeting real workload patterns on the existing partitions without requiring structural changes.

Design a data warehousing solution

Question

You are redesigning a SQL Server Analysis Services (SSAS) database that contains a cube named Sales. Before the initial deployment of the cube, partition design was optimized for processing time. The cube currently includes five partitions named FactSalesl through FactSales5. Each partition contains from 1 million to 2 million rows.

Options

  • AUse the Usage-Based Optimization Wizard to create aggregations for the current partitions.
  • BUse the Aggregation Design Wizard to create aggregations for the current partitions.
  • CCombine all the partitions into a single partition.
  • DCombine all the partitions into a single partition.

How the community answered

(47 responses)
  • A
    66% (31)
  • B
    19% (9)
  • C
    4% (2)
  • D
    11% (5)

Why each option

The Usage-Based Optimization Wizard creates aggregations driven by actual query log data, targeting real workload patterns on the existing partitions without requiring structural changes.

AUse the Usage-Based Optimization Wizard to create aggregations for the current partitions.Correct

The Usage-Based Optimization Wizard reads the SSAS query log to identify the MDX query patterns most frequently executed against the cube, then designs aggregations specifically tuned to those patterns. This directly addresses query performance bottlenecks caused by the original partition design that prioritized processing time over query speed. Because it operates on the existing partitions, no partition restructuring is needed.

BUse the Aggregation Design Wizard to create aggregations for the current partitions.

The Aggregation Design Wizard creates aggregations based on a target performance gain percentage rather than actual usage patterns, making it less precise at resolving real-world query bottlenecks than the Usage-Based Optimization Wizard.

CCombine all the partitions into a single partition.

Combining all five partitions into one eliminates the ability for SSAS to process partitions in parallel, harming processing performance and making the large single partition harder to maintain.

DCombine all the partitions into a single partition.

This choice is identical to choice C - combining partitions into one - and carries the same drawbacks of losing parallel processing capability and increasing partition management complexity.

Concept tested: SSAS Usage-Based Optimization Wizard for query performance

Source: https://learn.microsoft.com/en-us/analysis-services/multidimensional-models/usage-based-optimization-wizard-f1-help

Topics

#SSAS aggregations#usage-based optimization#partition design#query performance

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