Also, our Professional-Data-Engineer Dumps Demo exam guide will keep advancing. A lot of reforms have applied to the content and formats of our Professional-Data-Engineer Dumps Demo learning guide according to our professional experts constantly efforts. We just hope that you will have a better experience when you study on our Professional-Data-Engineer Dumps Demo actual exam. Why not have a try? Our Professional-Data-Engineer Dumps Demo exam questions are related to test standards and are made in the form of actual tests. In case there are any changes happened to the Professional-Data-Engineer Dumps Demo exam, the experts keep close eyes on trends of it and compile new updates constantly.
Google Cloud Certified Professional-Data-Engineer In the end, you will become an excellent talent.
Our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Dumps Demo exam questions are valuable and useful and if you buy our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Dumps Demo study materials will provide first-rate service to you to make you satisfied. On the one hand, you can elevate your working skills after finishing learning our Professional-Data-Engineer Reliable Study Guide Ebook study materials. On the other hand, you will have the chance to pass the exam and obtain the Professional-Data-Engineer Reliable Study Guide Ebookcertificate, which can aid your daily work and get promotion.
Our Professional-Data-Engineer Dumps Demo exam guide have also set a series of explanation about the complicated parts certificated by the syllabus and are based on the actual situation to stimulate exam circumstance in order to provide you a high-quality and high-efficiency user experience. In addition, the Professional-Data-Engineer Dumps Demo exam guide function as a time-counter, and you can set fixed time to fulfill your task, so that promote your efficiency in real test. The key strong-point of our Professional-Data-Engineer Dumps Demo test guide is that we impart more important knowledge with fewer questions and answers, with those easily understandable Professional-Data-Engineer Dumps Demo study braindumps, you will find more interests in them and experience an easy learning process.
Google Professional-Data-Engineer Dumps Demo - So there is no matter of course.
Do you want to get a better job or a higher income? If the answer is yes, then you should buy our Professional-Data-Engineer Dumps Demo exam questions for our Professional-Data-Engineer Dumps Demo study materials can help you get what you want. Go against the water and retreat if you fail to enter. The pressure of competition is so great now. If you are not working hard, you will lose a lot of opportunities! There is no time, quickly purchase Professional-Data-Engineer Dumps Demo study materials, pass the exam! Come on!
In traditional views, Professional-Data-Engineer Dumps Demo practice materials need you to spare a large amount of time on them to accumulate the useful knowledge may appearing in the real exam. However, our Professional-Data-Engineer Dumps Demo learning questions are not doing that way.
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 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: 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
We introduce a free trial version of the EMC D-SF-A-01 learning guide because we want users to see our sincerity. Salesforce Sales-101 - And we have become a famous brand for we have engaged in this career. The existence of our ITIL ITIL4-DPI learning guide is regarded as in favor of your efficiency of passing the exam. The profession of our experts is expressed in our Fortinet FCP_FAZ_AN-7.6 training prep thoroughly. SAP C-ABAPD-2507 - And we will send you the new updates if our experts make them freely.
Updated: May 27, 2022