There has been fierce and intensified competition going on in the practice materials market. As the leading commodity of the exam, our Professional-Data-Engineer Reliable Test Dumps Materials training materials have get pressing requirements and steady demand from exam candidates all the time. So our Professional-Data-Engineer Reliable Test Dumps Materials exam questions have active demands than others with high passing rate of 98 to 100 percent. In the process of development, it also constantly considers the different needs of users. According to your situation, our Professional-Data-Engineer Reliable Test Dumps Materials study materials will tailor-make different materials for you. You can obtain our Professional-Data-Engineer Reliable Test Dumps Materials preparation engine within five minutes after you pay for it successfully and then you can study with it right away.
Google Cloud Certified Professional-Data-Engineer Perhaps this is the beginning of your change.
Many exam candidates feel hampered by the shortage of effective Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Test Dumps Materials preparation quiz, and the thick books and similar materials causing burden for you. Therefore, modern society is more and more pursuing efficient life, and our Professional-Data-Engineer Reliable Exam Experience exam materials are the product of this era, which conforms to the development trend of the whole era. It seems that we have been in a state of study and examination since we can remember, and we have experienced countless tests, including the qualification examinations we now face.
The PDF version of Professional-Data-Engineer Reliable Test Dumps Materials test questions can be printed out to facilitate your learning anytime, anywhere, as well as your own priorities. The PC version of Professional-Data-Engineer Reliable Test Dumps Materials exam prep is for Windows users. If you use the APP online version, just download the application.
Our Google Professional-Data-Engineer Reliable Test Dumps Materials learning guide will be your best choice.
Our company always put the quality of the Professional-Data-Engineer Reliable Test Dumps Materials practice materials on top priority. In the past ten years, we have made many efforts to perfect our Professional-Data-Engineer Reliable Test Dumps Materials study materials. Our Professional-Data-Engineer Reliable Test Dumps Materials study questions cannot tolerate any small mistake. All staff has made great dedication to developing the Professional-Data-Engineer Reliable Test Dumps Materials exam simulation. Our professional experts are devoting themselves on the compiling and updating the exam materials and our services are ready to guide you 24/7 when you have any question.
After your payment, we will send the updated Professional-Data-Engineer Reliable Test Dumps Materials exam to you immediately and if you have any question about updating, please leave us a message. In accordance with the actual exam, we provide the latest Professional-Data-Engineer Reliable Test Dumps Materials exam dumps for your practices.
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
So we give emphasis on your goals, and higher quality of our CheckPoint 156-315.81 practice materials. Microsoft SC-100 - We offer the most considerate after-sales services for you 24/7 with the help of patient staff and employees. Unlike many other learning materials, our ASIS PSP study materials are specially designed to help people pass the exam in a more productive and time-saving way, and such an efficient feature makes it a wonderful assistant in personal achievement as people have less spare time nowadays. In today’s society, many enterprises require their employees to have a professional SAP C_BCWME_2504 certification. Goldmile-Infobiz provide training tools included Google certification ISACA CRISC exam study materials and simulation training questions and more importantly, we will provide you practice questions and answers which are very close with real certification exam.
Updated: May 27, 2022