
Google Professional Data Engineer
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As a data engineer, you are tasked with creating visualizations for operations teams. The visualizations should meet the following criteria:
✑ The report must include telemetry data from all 50,000 installations collected over the most recent 6 weeks, with data sampling occurring once every minute.
✑ The report must be updated such that it is no more than 3 hours behind the live data.
✑ The report should focus on actionable insights by displaying only suboptimal links.
✑ The report should prioritize and sort the most suboptimal links at the top.
✑ The suboptimal links should be able to be grouped and filtered based on regional geography.
✑ The user response time to load the report must be less than 5 seconds.
Which approach meets these requirements?
As a data engineer, you are tasked with creating visualizations for operations teams. The visualizations should meet the following criteria:
✑ The report must include telemetry data from all 50,000 installations collected over the most recent 6 weeks, with data sampling occurring once every minute. ✑ The report must be updated such that it is no more than 3 hours behind the live data. ✑ The report should focus on actionable insights by displaying only suboptimal links. ✑ The report should prioritize and sort the most suboptimal links at the top. ✑ The suboptimal links should be able to be grouped and filtered based on regional geography. ✑ The user response time to load the report must be less than 5 seconds.
Which approach meets these requirements?