Question 1

Which aspect of Ozone's architecture enhances data durability within the Cloudera Data Platform?

Options :

A : Centralized metadata

B : Namespace abstraction

C : Block-level checksums

D : Single-replica storage

Answer: C

Question 2

What is a function of Cloudera Manager’s service monitoring capabilities?

Options :

A : Data warehousing management

B : Hardware inventory tracking

C : Security compliance tracking

D : Identifying and resolving service issues

Answer: D

Question 3

In what way does Impala differ from Hive in terms of query performance?

Options :

A : Hive stores data in-memory

B : Impala offers faster query performance

C : Hive uses distributed query execution

D : Hive provides better real-time performance

Answer: B

Question 4

How does Workload XM help in optimizing resource allocation?

Options :

A : By configuring storage

B : By analyzing job queues

C : By scaling infrastructure

D : By updating software

Answer: B

Question 5

How does Cloudera ensure high availability of its data processing services?

Options :

A : By increasing CPU resources

B : By using backup systems

C : By using replication

D : By load balancing

Answer: C

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