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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Designing data processing systems | 22%-27% | - Designing data pipelines
|
| Topic 2: Ensuring solution quality | 20%-25% | - Security and compliance
|
| Topic 3: Managing and optimizing solutions | 20%-25% | - Managing resources and costs
|
| Topic 4: Building and operationalizing data processing systems | 28%-33% | - Operationalizing systems
|
1. You are building a new data pipeline to share data between two different types of applications: jobs generators and job runners. Your solution must scale to accommodate increases in usage and must accommodate the addition of new applications without negatively affecting the performance of existing ones. What should you do?
A) Create an API using App Engine to receive and send messages to the applications
B) Create a table on Cloud SQL, and insert and delete rows with the job information
C) Use a Cloud Pub/Sub topic to publish jobs, and use subscriptions to execute them
D) Create a table on Cloud Spanner, and insert and delete rows with the job information
2. By default, which of the following windowing behavior does Dataflow apply to unbounded data sets?
A) Windows at every 100 MB of data
B) Windows at every 10 minutes
C) Single, Global Window
D) Windows at every 1 minute
3. Cloud Dataproc is a managed Apache Hadoop and Apache service.
A) Blaze
B) Ignite
C) Spark
D) Fire
4. When using Cloud Dataproc clusters, you can access the YARN web interface by configuring a browser to connect through a proxy.
A) HTTPS
B) VPN
C) SOCKS
D) HTTP
5. You work for a global shipping company. You want to train a model on 40 TB of data to predict which ships in each geographic region are likely to cause delivery delays on any given day. The model will be based on multiple attributes collected from multiple sources. Telemetry data, including location in GeoJSON format, will be pulled from each ship and loaded every hour. You want to have a dashboard that shows how many and which ships are likely to cause delays within a region. You want to use a storage solution that has native functionality for prediction and geospatial processing. Which storage solution should you use?
A) Cloud Datastore
B) BigQuery
C) Cloud Bigtable
D) Cloud SQL for PostgreSQL
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: C | Question # 5 Answer: B |
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