PDF version of Professional-Data-Engineer New Study Questions Book study questions - support customers' printing request, and allow you to have a print and practice in papers. Software version of Professional-Data-Engineer New Study Questions Book learning guide - supporting simulation test system. App/online version of mock quiz - Being suitable to all kinds of equipment or digital devices, and you can review history and performance better. If you are clueless about the oncoming exam, our Professional-Data-Engineer New Study Questions Book guide materials are trustworthy materials for your information. More than tens of thousands of exam candidate coincide to choose our Professional-Data-Engineer New Study Questions Bookpractice materials and passed their exam with satisfied scores, a lot of them even got full marks. And what is more charming than our Professional-Data-Engineer New Study Questions Book study guide with a passing rate as 98% to 100%? The answer is no.

Google Cloud Certified Professional-Data-Engineer What are you waiting for? Come and buy it now.

And our website has already became a famous brand in the market because of our reliable Professional-Data-Engineer - Google Certified Professional Data Engineer Exam New Study Questions Book exam questions. Are you still feeling distressed for expensive learning materials? Are you still struggling with complicated and difficult explanations in textbooks? Do you still hesitate in numerous tutorial materials? Exam Professional-Data-Engineer Certification Cost study guide can help you to solve all these questions. Exam Professional-Data-Engineer Certification Cost certification training is compiled by many experts over many years according to the examination outline of the calendar year and industry trends.

For more textual content about practicing exam questions, you can download our products with reasonable prices and get your practice begin within 5 minutes. After getting to know our Professional-Data-Engineer New Study Questions Book test guide by free demos, many exam candidates had their volitional purchase. So our Professional-Data-Engineer New Study Questions Book latest dumps are highly effective to make use of.

Google Professional-Data-Engineer New Study Questions Book - Just make your own decisions.

According to personal propensity and various understanding level of exam candidates, we have three versions of Professional-Data-Engineer New Study Questions Book study guide for your reference. They are the versions of the PDF, Software and APP online. If you visit our website on our Professional-Data-Engineer New Study Questions Book exam braindumps, then you may find that there are the respective features and detailed disparities of our Professional-Data-Engineer New Study Questions Book simulating questions. And you can free donwload the demos to have a look.

With the rapid development of society, people pay more and more attention to knowledge and skills. So every year a large number of people take Professional-Data-Engineer New Study Questions Book tests to prove their abilities.

Professional-Data-Engineer PDF DEMO:

QUESTION NO: 1
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: 2
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: 3
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: 4
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: 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

API API-571 - Holding a professional certificate means you have paid more time and effort than your colleagues or messmates in your major, and have experienced more tests before succeed. ISC CC - Although everyone hopes to pass the exam, the difficulties in preparing for it should not be overlooked. We want to finish long term objectives through customer satisfaction and we have achieved it already by our excellent Salesforce MKT-101 exam questions. Obtaining the PRAXIS Business-Education-Content-Knowledge-5101 certification is not an easy task. HashiCorp Terraform-Associate-003 - Google Certified Professional Data Engineer Exam study questions provide free trial service for consumers.

Updated: May 27, 2022