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DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing

You are optimizing the performance of an Azure Synapse Analytics dedicated SQL pool. Which THREE of the following actions will most likely improve query performance?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Create materialized views for frequently used aggregations

Materialized views precompute and store aggregated results, reducing the need to scan large tables on every query. Option C is correct because partitioning large fact tables on a date column enables partition elimination, which reduces the amount of data scanned for queries that filter on the partition key. Option D is correct because result-set caching allows repeated queries to return cached results directly without recomputation. Option B is incorrect: using a smaller distribution column does not necessarily improve data distribution and can cause data skew if the column has low cardinality. Option E is incorrect: converting all tables to heap tables removes indexes, which typically degrades query performance; heaps are primarily used for staging or loading data, not for performance optimization.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Create materialized views for frequently used aggregations

    Why this is correct

    Materialized views store precomputed results, speeding up queries.

  • Use a smaller distribution column to improve data distribution

    Why it's wrong here

    Smaller distribution columns can lead to data skew; round-robin or hash distribution is better.

  • Partition large fact tables on a date column

    Why this is correct

    Partition pruning reduces the amount of data read.

  • Enable result-set caching for repetitive queries

    Why this is correct

    Caching reduces recomputation for identical queries.

  • Convert all tables to heap tables to avoid index maintenance

    Why it's wrong here

    Heap tables are not optimized for read performance; clustered columnstore indexes are better.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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