A streaming media company ingests real-time user interaction data from millions of devices. They need to apply data governance to ensure data privacy and quality, but the data is constantly changing and there is no time for manual review. The company also has a decentralized governance model, with each product team responsible for its own data. What is the most effective approach to govern this big data environment?

Defer governance until data is stored in the data lake

Switch to a centralized governance model to ensure consistency

Rely on each product team to manually review data before it is used

Implement automated governance tools that enforce policies at ingestion and provide real-time lineage

A company is implementing a data governance program. They have defined a data classification scheme and established access control policies. Now they are deploying a new data warehouse and need to load data from various sources. Which activity is primarily a data management task?

Defining data ownership for the warehouse

Setting data quality thresholds for the warehouse

Creating a data retention policy

Extracting, transforming, and loading (ETL) data into the warehouse

What is a key characteristic of a decentralized data governance model?

A central team sets standards but allows local adaptation

Governance is outsourced to a third party

Each business unit manages its own governance policies

A single team controls all governance decisions

Dell Data Engineering Optimize

Domain 4Objective 1

Describe Data Governance, Key Roles, and Related Models DATA-ENGINEERING-OPTIMIZE Practice Questions (Page 4)

Part of the Data Governance, Security and Privacy for Big Data domain, which accounts for 20% of the DATA-ENGINEERING-OPTIMIZE exam.

22questions here

5free pages

6concepts

20%of the exam

Questions 16–20

16application · medium
A manufacturing company is adopting a data governance framework. They want to ensure that data governance activities are aligned with business goals and that there is a clear structure for decision-making. Which component of the DAMA-DMBOK framework would directly address this need?
Select an answer first
17expert · hard
A streaming media company ingests real-time user interaction data from millions of devices. They need to apply data governance to ensure data privacy and quality, but the data is constantly changing and there is no time for manual review. The company also has a decentralized governance model, with each product team responsible for its own data. What is the most effective approach to govern this big data environment?
Select an answer first
18application · medium
A company is implementing a data governance program. They have defined a data classification scheme and established access control policies. Now they are deploying a new data warehouse and need to load data from various sources. Which activity is primarily a data management task?
Select an answer first
19foundation · easy
What is a key characteristic of a decentralized data governance model?
Select an answer first
20application · medium
A financial services firm is implementing a data governance program. They want to adopt a structured approach that defines processes, policies, and standards for managing data as an asset. Which framework would provide a comprehensive, industry-recognized structure for this initiative?
Select an answer first

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Describe Data Governance, Key Roles, and Related Models DATA-ENGINEERING-OPTIMIZE Practice Questions (Page 4)

Questions 16–20

A manufacturing company is adopting a data governance framework. They want to ensure that data governance activities are aligned with business goals and that there is a clear structure for decision-making. Which component of the DAMA-DMBOK framework would directly address this need?

A company is implementing a data governance program. They have defined a data classification scheme and established access control policies. Now they are deploying a new data warehouse and need to load data from various sources. Which activity is primarily a data management task?

What is a key characteristic of a decentralized data governance model?

A financial services firm is implementing a data governance program. They want to adopt a structured approach that defines processes, policies, and standards for managing data as an asset. Which framework would provide a comprehensive, industry-recognized structure for this initiative?

Keep studying — Data Governance, Security and Privacy for Big Data