Professional-Data-Engineer Outline study engine is so amazing. What are you waiting for? The hit rate of Professional-Data-Engineer Outline study engine is very high. Goldmile-Infobiz's simulation test software and related questions of Professional-Data-Engineer Outline certification exam are produced by the analysis of Professional-Data-Engineer Outline exam outline, and they can definitely help you pass your first time to participate in Professional-Data-Engineer Outline certification exam. Goldmile-Infobiz is a convenient website to provide service for many of the candidates participating in the IT certification exams. Goldmile-Infobiz is a wonderful study platform that contains our hearty wish for you to pass the exam by our Professional-Data-Engineer Outline exam materials.
Google Cloud Certified Professional-Data-Engineer Action always speaks louder than words.
Google Cloud Certified Professional-Data-Engineer Outline - Google Certified Professional Data Engineer Exam With it, you will get a different life. Continuous improvement is a good thing. If you keep making progress and transcending yourself, you will harvest happiness and growth.
With this certification you will not be eliminated, and you will be a raise. Some people say that to pass the Google Professional-Data-Engineer Outline exam certification is tantamount to success. Yes, this is true.
Google Professional-Data-Engineer Outline - So, it can save much time for us.
Our Professional-Data-Engineer Outline study guide is carefully edited and reviewed by our experts. The design of the content conforms to the examination outline and its key points. Through the practice of our Professional-Data-Engineer Outline exam questions, you can grasp the intention of the examination organization accurately. And we also have the Software version of our Professional-Data-Engineer Outline learning materials that can simulate the real exam which can help you better adapt to the real exam.
After you use our dumps, you will believe what I am saying. To effectively getting ready for Google Professional-Data-Engineer Outline test, do you know what tools are worth using? Let me tell 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
You don't have to spend all your energy to the exam because our ISQI CPRE-FL_Syll_3.0 learning questions are very efficient. And then are what materials your worthwhile option? Do you have chosen Goldmile-Infobiz Google Microsoft AZ-700-KR real questions and answers? If so, you don't need to worry about the problem that can't pass the exam. Huawei H13-624_V5.5 - In order to meet the demands of all people, these excellent experts and professors from our company have been working day and night. We will try our best to help you pass Python Institute PCAP-31-03 exam successfully. As you know, many exam and tests depend on the skills as well as knowledge, our CIPS L4M2 practice materials are perfectly and exclusively devised for the exam and can satisfy your demands both.
Updated: May 27, 2022