Preparing for the Professional-Data-Engineer Reliable Exam Collection File real exam is easier if you can select the right test questions and be sure of the answers. The Professional-Data-Engineer Reliable Exam Collection File test answers are tested and approved by our certified experts and you can check the accuracy of our questions from our free demo. Expert for one-year free updating of Professional-Data-Engineer Reliable Exam Collection File dumps pdf, we promise you full refund if you failed exam with our dumps. Also, we will offer good service to add you choose the most suitable Professional-Data-Engineer Reliable Exam Collection File practice braindumps since we have three different versions of every exam product. And you can free download the demos of the Professional-Data-Engineer Reliable Exam Collection File learning quiz. Our website offers you the most comprehensive Professional-Data-Engineer Reliable Exam Collection File study guide for the actual test and the best quality service for aftersales.
For most busy IT workers, Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Exam Collection File dumps pdf is the best alternative to your time and money to secure the way of success in the IT filed. Our Professional-Data-Engineer Reliable Exam Review study materials allow you to improve your competitiveness in a short period of time. With the help of our Professional-Data-Engineer Reliable Exam Review guide prep, you will be the best star better than others.
Our Professional-Data-Engineer Reliable Exam Collection File vce braindumps are the best preparation materials for the certification exam and the guarantee of clearing exam quickly with less effort. You can find latest Professional-Data-Engineer Reliable Exam Collection File test answers and questions in our pass guide and the detailed explanations will help you understand the content easier. Our experts check the updating of Professional-Data-Engineer Reliable Exam Collection File free demo to ensure the accuracy of our dumps and create the pass guide based on the latest information.
We think of providing the best services of Professional-Data-Engineer Reliable Exam Collection File exam questions as our obligation. So we have patient after-sales staff offering help 24/7 and solve your problems all the way. Those considerate services are thoughtful for your purchase experience and as long as you need us, we will solve your problems. Our staff is suffer-able to your any questions related to our Professional-Data-Engineer Reliable Exam Collection File test guide. If you get any suspicions, we offer help 24/7 with enthusiasm and patience. Apart from our stupendous Professional-Data-Engineer Reliable Exam Collection File latest dumps, our after-sales services are also unquestionable. Your decision of the practice materials may affects the results you concerning most right now. Good exam results are not accidents, but the results of careful preparation and high quality and accuracy materials like our Professional-Data-Engineer Reliable Exam Collection File practice materials.
The Professional-Data-Engineer Reliable Exam Collection File practice test content is very easy and simple to understand. We offer money back guarantee if anyone fails but that doesn’t happen if one use our Professional-Data-Engineer Reliable Exam Collection File dumps.
QUESTION NO: 1
You have an Apache Kafka Cluster on-prem with topics containing web application logs. You need to replicate the data to Google Cloud for analysis in BigQuery and Cloud Storage. The preferred replication method is mirroring to avoid deployment of Kafka Connect plugins.
What should you do?
A. Deploy the PubSub Kafka connector to your on-prem Kafka cluster and configure PubSub as a Sink connector. Use a Dataflow job to read fron PubSub and write to GCS.
B. Deploy a Kafka cluster on GCE VM Instances. Configure your on-prem cluster to mirror your topics to the cluster running in GCE. Use a Dataproc cluster or Dataflow job to read from Kafka and write to
GCS.
C. Deploy the PubSub Kafka connector to your on-prem Kafka cluster and configure PubSub as a
Source connector. Use a Dataflow job to read fron PubSub and write to GCS.
D. Deploy a Kafka cluster on GCE VM Instances with the PubSub Kafka connector configured as a Sink connector. Use a Dataproc cluster or Dataflow job to read from Kafka and write to GCS.
Answer: B
QUESTION NO: 2
Which Google Cloud Platform service is an alternative to Hadoop with Hive?
A. Cloud Datastore
B. Cloud Bigtable
C. BigQuery
D. Cloud Dataflow
Answer: C
Explanation
Apache Hive is a data warehouse software project built on top of Apache Hadoop for providing data summarization, query, and analysis.
Google BigQuery is an enterprise data warehouse.
Reference: https://en.wikipedia.org/wiki/Apache_Hive
QUESTION NO: 3
You want to use Google Stackdriver Logging to monitor Google BigQuery usage. You need an instant notification to be sent to your monitoring tool when new data is appended to a certain table using an insert job, but you do not want to receive notifications for other tables. What should you do?
A. Using the Stackdriver API, create a project sink with advanced log filter to export to Pub/Sub, and subscribe to the topic from your monitoring tool.
B. In the Stackdriver logging admin interface, enable a log sink export to Google Cloud Pub/Sub, and subscribe to the topic from your monitoring tool.
C. In the Stackdriver logging admin interface, and enable a log sink export to BigQuery.
D. Make a call to the Stackdriver API to list all logs, and apply an advanced filter.
Answer: C
QUESTION NO: 4
You need to create a near real-time inventory dashboard that reads the main inventory tables in your BigQuery data warehouse. Historical inventory data is stored as inventory balances by item and location. You have several thousand updates to inventory every hour. You want to maximize performance of the dashboard and ensure that the data is accurate. What should you do?
A. Use the BigQuery streaming the stream changes into a daily inventory movement table. Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly.
B. Use the BigQuery bulk loader to batch load inventory changes into a daily inventory movement table.
Calculate balances in a view that joins it to the historical inventory balance table. Update the inventory balance table nightly.
C. Leverage BigQuery UPDATE statements to update the inventory balances as they are changing.
D. Partition the inventory balance table by item to reduce the amount of data scanned with each inventory update.
Answer: C
QUESTION NO: 5
Your startup has never implemented a formal security policy. Currently, everyone in the company has access to the datasets stored in Google BigQuery. Teams have freedom to use the service as they see fit, and they have not documented their use cases. You have been asked to secure the data warehouse. You need to discover what everyone is doing. What should you do first?
A. Use the Google Cloud Billing API to see what account the warehouse is being billed to.
B. Use Stackdriver Monitoring to see the usage of BigQuery query slots.
C. Get the identity and access management IIAM) policy of each table
D. Use Google Stackdriver Audit Logs to review data access.
Answer: B
WGU Cybersecurity-Architecture-and-Engineering - It is a popular belief that only processional experts can be the leading one to do some adept job. So our SAP C_HRHFC_2411 exam prep receives a tremendous ovation in market over twenty years. So do not splurge time on searching for the perfect practice materials, because our CompTIA CNX-001 guide materials are exactly what you need to have. We guarantee you that the Huawei H20-922_V1.0 study materials we provide to you are useful and can help you pass the test. If you try to free download the demos on the website, and you will be amazed by our excellent SAP C-HRHFC-2411 preparation engine.
Updated: May 27, 2022
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 14, 2025
Total Q&As:380
Google New Exam Professional-Data-Engineer Collection Free
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 14, 2025
Total Q&As:380
Google Test Professional-Data-Engineer Objectives
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 14, 2025
Total Q&As:380
Google Sample Professional-Data-Engineer Questions
Free Download