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Google Professional Data Engineer Exam - Topic 2 Question 52 Discussion

You work for a shipping company that uses handheld scanners to read shipping labels. Your company has strict data privacy standards that require scanners to only transmit recipients' personally identifiable information (PII) to analytics systems, which violates user privacy rules. You want to quickly build a scalable solution using cloud-native managed services to prevent exposure of PII to the analytics systems. What should you do?
D) Build a Cloud Function that reads the topics and makes a call to the Cloud Data Loss Prevention API. Use the tagging and confidence levels to either pass or quarantine the data in a bucket for review.
A) Create an authorized view in BigQuery to restrict access to tables with sensitive data.
B) Install a third-party data validation tool on Compute Engine virtual machines to check the incoming data for sensitive information.
C) Use Stackdriver logging to analyze the data passed through the total pipeline to identify transactions that may contain sensitive information.

Google Professional Data Engineer Exam - Topic 2 Question 52 Discussion

Actual exam question for Google's Professional Data Engineer exam
Question #: 52
Topic #: 2
[All Professional Data Engineer Questions]

You work for a shipping company that uses handheld scanners to read shipping labels. Your company has strict data privacy standards that require scanners to only transmit recipients' personally identifiable information (PII) to analytics systems, which violates user privacy rules. You want to quickly build a scalable solution using cloud-native managed services to prevent exposure of PII to the analytics systems. What should you do?

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Suggested Answer: D

by Ronny at May 28, 2022, 03:25 AM

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Salley
10 months ago
B sounds outdated; we need a more modern approach!
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Anastacia
10 months ago
Wait, can we really trust the Cloud DLP API?
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Cecily
10 months ago
A is too risky; we need stronger measures.
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Shawnee
11 months ago
I agree, D is a solid choice!
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Fatima
11 months ago
D seems like the best option for handling PII safely.
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Levi
11 months ago
I practiced a similar scenario where we had to ensure data privacy, and I think the Cloud Function approach is the most proactive solution here.
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Hobert
11 months ago
I feel like using Stackdriver logging could help identify issues, but it doesn’t really prevent the exposure of PII in the first place, right?
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Billye
11 months ago
I think the Cloud DLP API option sounds familiar from our practice questions. It seems like a solid way to quarantine sensitive data before it reaches analytics.
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Chantell
11 months ago
I remember discussing how important it is to handle PII properly, but I'm not sure if using BigQuery views is enough to prevent exposure.
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Tiara
11 months ago
I'm a bit unsure about this one. I know we need to associate the cart data with the user, but I'm not sure if HttpServletResponse or ServletContext are the right choices here.
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Wenona
11 months ago
This scenario is really testing our understanding of the TOGAF framework. I feel pretty confident that the best approach is to use the Consolidated Gaps, Solutions and Dependencies Matrix as a planning tool. That will allow me to group the similar solutions into work packages and then sequence them into the Capability Increments needed to achieve the Target Architecture. The key will be factoring in the geographic rollout and clinical trial schedules.
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Harris
11 months ago
I think this is a tricky question. I'll need to carefully consider the different scenarios and how they impact inventory costing.
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