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Exam Certified Data Analyst Associate All Questions

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Exam Certified Data Analyst Associate topic 1 question 6 discussion

Actual exam question from Databricks's Certified Data Analyst Associate
Question #: 6
Topic #: 1
[All Certified Data Analyst Associate Questions]

A data analyst has set up a SQL query to run every four hours on a SQL endpoint, but the SQL endpoint is taking too long to start up with each run.
Which of the following changes can the data analyst make to reduce the start-up time for the endpoint while managing costs?

  • A. Reduce the SQL endpoint cluster size
  • B. Increase the SQL endpoint cluster size
  • C. Turn off the Auto stop feature
  • D. Increase the minimum scaling value
  • E. Use a Serverless SQL endpoint
Show Suggested Answer Hide Answer
Suggested Answer: E 🗳️
by plants4food at Feb. 20, 2024, 1:43 a.m.

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Ayush24
7 months, 2 weeks ago
Selected Answer: E
Serverless SQL endpoints automatically scale resources based on the workload. Databricks have a pool of clusters for users to borrow from when we need them.
upvoted 2 times
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markiz
8 months ago
Answer E is correct
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plants4food
9 months, 1 week ago
Options A, B, and C would impact costs. While Option D could enhance cluster responsiveness, it may not necessarily reduce start-up time. The correct choice is Option E because serverless SQL endpoints automatically scale resources based on the workload, ensuring efficient utilization without the need for manual intervention.
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