Preparing the exam has shortcut. The most important thing for preparing the Professional-Data-Engineer Reliable Practice Questions Ebook exam is reviewing the essential point. In order to service the candidates better, we have issued the Professional-Data-Engineer Reliable Practice Questions Ebook test prep for you. If you make up your mind of our Professional-Data-Engineer Reliable Practice Questions Ebook exam prep, we will serve many benefits like failing the first time attached with full refund service, protecting your interests against any kinds of loss. In a word, you have nothing to worry about with our Professional-Data-Engineer Reliable Practice Questions Ebook study guide. Beyond knowing the answer, and actually understanding the Professional-Data-Engineer Reliable Practice Questions Ebook test questions puts you one step ahead of the test.
Google Cloud Certified Professional-Data-Engineer Why not have a try?
In case there are any changes happened to the Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Practice Questions Ebook exam, the experts keep close eyes on trends of it and compile new updates constantly. With our Professional-Data-Engineer Latest Exam Questions And Answers exam questions, you will easily get the favor of executives and successfully enter the gates of famous companies. You will have higher wages and a better development platform.
We warmly welcome to your questions and suggestions. We sincerely hope we can help you solve your problem. Nowadays the competition in the job market is fiercer than any time in the past.
Google Professional-Data-Engineer Reliable Practice Questions Ebook - In the end, you will become an excellent talent.
Our Professional-Data-Engineer Reliable Practice Questions Ebook exam questions are valuable and useful and if you buy our Professional-Data-Engineer Reliable Practice Questions Ebook study materials will provide first-rate service to you to make you satisfied. We provide not only the free download and try out of the Professional-Data-Engineer Reliable Practice Questions Ebook practice guide but also the immediate download after your purchase successfully. To see whether our Professional-Data-Engineer Reliable Practice Questions Ebook training dumps are worthy to buy, you can have a try on our product right now.
On the one hand, you can elevate your working skills after finishing learning our Professional-Data-Engineer Reliable Practice Questions Ebook study materials. On the other hand, you will have the chance to pass the exam and obtain the Professional-Data-Engineer Reliable Practice Questions Ebookcertificate, which can aid your daily work and get promotion.
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 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: 3
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: 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
The key strong-point of our Microsoft AZ-104-KR test guide is that we impart more important knowledge with fewer questions and answers, with those easily understandable Microsoft AZ-104-KR study braindumps, you will find more interests in them and experience an easy learning process. Learning of our Microsoft AZ-900-KR practice materials is the best way to stop your busy life. Many people worry about buying electronic products on Internet, like our Huawei H19-338-ENU preparation quiz, we must emphasize that our Huawei H19-338-ENU simulating materials are absolutely safe without viruses, if there is any doubt about this after the pre-sale, we provide remote online guidance installation of our Huawei H19-338-ENU exam practice. Once you purchase our windows software of the CompTIA CAS-005 training engine, you can enjoy unrestricted downloading and installation of our CompTIA CAS-005 study guide. CIPS L5M6 - You don't have to worry about not having a dedicated time to learn every day.
Updated: May 27, 2022