With the training materials we provide, you can take a better preparation for the exam. And we will also provide you a year free update service. As long as you need the exam, we can update the Google certification Professional-Data-Engineer Pdf exam training materials to meet your examination needs. We believe if you compare our Professional-Data-Engineer Pdf training guide with the others, you will choose ours at once. Our Professional-Data-Engineer Pdf study materials have a professional attitude at the very beginning of its creation. Goldmile-Infobiz can not only allow you for the first time to participate in the Google certification Professional-Data-Engineer Pdf exam to pass it successfully, but also help you save a lot of valuable time.
Google Cloud Certified Professional-Data-Engineer So our customers can pass the exam with ease.
You have Goldmile-Infobiz Google Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Pdf certification exam training materials, the same as having a bright future. Our PDF version can be printed and you can take notes as you like. We know that every user has their favorite.
Because Goldmile-Infobiz's Google Professional-Data-Engineer Pdf exam training materials will help us to pass the exam successfully. With it, we would not be afraid, and will not be confused. Goldmile-Infobiz's Google Professional-Data-Engineer Pdf exam training materials is the best medicine for candidates.
Google Professional-Data-Engineer Pdf - We get information from special channel.
Many exam candidates attach great credence to our Professional-Data-Engineer Pdf simulating exam. You can just look at the hot hit on our website on the Professional-Data-Engineer Pdf practice engine, and you will be surprised to find it is very popular and so many warm feedbacks are written by our loyal customers as well. Our Professional-Data-Engineer Pdf study prep does not need any ads, their quality has propaganda effect themselves. As a result, the pass rate of our Professional-Data-Engineer Pdf exam braindumps is high as 98% to 100%.
With so many years' development, we can keep stable high passing rate for Google Professional-Data-Engineer Pdf exam. You will only spend dozens of money and 20-30 hours' preparation on our Professional-Data-Engineer Pdf test questions, passing exam is easy for you.
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
Network Appliance NS0-005 - Please feel free to contact us if you have any problems. Our IBM C1000-204 vce braindumps will boost your confidence for taking the actual test because the pass rate of our preparation materials almost reach to 98%. Many job seekers have successfully realized financial freedom with the assistance of our Salesforce Plat-Admn-301 test training. Our ACAMS CAMS training materials cover the most content of the real exam and the accuracy of our ACAMS CAMS test answers is 100% guaranteed. Juniper JN0-452 - Whenever it is possible, you can begin your study as long as there has a computer.
Updated: May 27, 2022