Exam DP-200 topic 6 question 103 discussion

Actual exam question from Microsoft's DP-200

Question #: 103
Topic #: 6

A company wants to use the Azure Databricks service.
There is need to create clusters based on the following configuration:
ClusterA `" Here the cluster need to be configured to terminate automatically after 120 minutes
ClusterB `" Here an environment needs to be created for each notebook
ClusterC `" Here a group of data engineers will be sharing the same cluster
Which of the following cluster type would you set for ClusterC?

A. Standard
B. Basis
C. Job
D. High concurrency

Show Suggested Answer

Suggested Answer: D 🗳️
Here you have to use the cluster type as ג€High concurrencyג€.
The Microsoft documentation mentions the following:

High concurrency clusters -
A high concurrency cluster is a managed cloud resource. The key benefits of high concurrency clusters are that they provide Apache Spark-native fine-grained sharing for maximum resource utilization and minimum query latencies. This sharing is accomplished with:
ג€¢ Preemption: Proactively preempts Spark tasks from over-committed users to ensure all users get their fair share of cluster time and their jobs complete in a timely manner even when contending with dozens of other users. This uses Spark Task Preemption for High Concurrency
ג€¢ Fault isolation: Creates an environment for each notebook, effectively isolating them from one another.
Since this is clearly mentioned in the documentation, all other options are incorrect.
Reference:
https://docs.microsoft.com/en-us/azure/databricks/clusters/configure

by designtshirt at April 4, 2025, 9:51 a.m.

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Exam DP-200 topic 6 question 103 discussion

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