Professional-Data-Engineer Exam Question 46

You've migrated a Hadoop job from an on-premises cluster to Dataproc and Good Storage. Your Spark job is a complex analytical workload fiat consists of many shuffling operations, and initial data are parquet toes (on average 200-400 MB size each) You see some degradation in performance after the migration to Dataproc so you'd like to optimize for it. Your organization is very cost-sensitive so you'd Idee to continue using Dataproc on preemptibles (with 2 non-preemptibles workers only) for this workload. What should you do?
  • Professional-Data-Engineer Exam Question 47

    Which is the preferred method to use to avoid hotspotting in time series data in Bigtable?
  • Professional-Data-Engineer Exam Question 48

    You need to copy millions of sensitive patient records from a relational database to BigQuery. The total size of the database is 10 TB. You need to design a solution that is secure and time-efficient. What should you do?
  • Professional-Data-Engineer Exam Question 49

    You are designing a data mesh on Google Cloud by using Dataplex to manage data in BigQuery and Cloud Storage. You want to simplify data asset permissions. You are creating a customer virtual lake with two user groups:
    * Data engineers, which require lull data lake access
    * Analytic users, which require access to curated data
    You need to assign access rights to these two groups. What should you do?
  • Professional-Data-Engineer Exam Question 50

    You need to move 2 PB of historical data from an on-premises storage appliance to Cloud Storage within six months, and your outbound network capacity is constrained to 20 Mb/sec. How should you migrate this data to Cloud Storage?