Because of not having appropriate review methods and review materials, or not grasping the rule of the questions, so many candidates eventually failed to pass the Professional-Data-Engineer Guide exam even if they have devoted much effort. At this moment, we sincerely recommend our Professional-Data-Engineer Guide exam materials to you, which will be your best companion on the way to preparing for the exam. And with high pass rate as 98% to 100%, you will be bound to pass the exam as long as you choose our Professional-Data-Engineer Guide praparation questions. Each question in Professional-Data-Engineer Guide pass guide is certified by our senior IT experts to improve candidates' ability and skills. The quality of training materials and the price of our Professional-Data-Engineer Guide dumps torrent are all created for your benefit. However, the appearance of our Professional-Data-Engineer Guide certification materials will solve your question and change your impression of Professional-Data-Engineer Guide certification exam.
Google Cloud Certified Professional-Data-Engineer People’s tastes also vary a lot.
Our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Guide study guide is the most reliable and popular exam product in the marcket for we only sell the latest Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Guide practice engine to our clients and you can have a free trial before your purchase. Professional research data is our online service and it contains simulation training examination and practice questions and answers about Google certification Latest Professional-Data-Engineer Exam Camp exam. Goldmile-Infobiz's after-sales service is not only to provide the latest exam practice questions and answers and dynamic news about Google Latest Professional-Data-Engineer Exam Camp certification, but also constantly updated exam practice questions and answers and binding.
If you can’t wait getting the certificate, you are supposed to choose our Professional-Data-Engineer Guide study guide. our Professional-Data-Engineer Guide actual exam has won thousands of people’s support. All of them have passed the exam and got the certificate.
Google Professional-Data-Engineer Guide - You can totally rely on us.
Goldmile-Infobiz provide different training tools and resources to prepare for the Google Professional-Data-Engineer Guide exam. The preparation guide includes courses, practice test, test engine and part free PDF download.
Goldmile-Infobiz's study guides are your best ally to get a definite success in Professional-Data-Engineer Guide exam. The guides contain excellent information, exam-oriented questions and answers format on all topics of the certification syllabus.
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
Goldmile-Infobiz guarantee that Google ACAMS CAMS7 exam questions and answers can help you to pass the exam successfully. If for any reason, a candidate fails in Amazon SAA-C03-KR exam then he will be refunded his money after the refund process. Goldmile-Infobiz's Google WGU Managing-Cloud-Security exam training materials allows candidates to learn in the case of mock examinations. SAP C-THR81-2505 - Hence, if you need help to get certified, you are in the right place. Goldmile-Infobiz's Google CCE Global CPCE exam training materials are absolutely reliable materials.
Updated: May 27, 2022