Learning our Google Certified Professional Data Engineer Exam test practice dump can help them save the time and focus their attentions on their major things. The clients can use the shortest time to prepare the exam and the learning only costs 20-30 hours. The questions and answers of our Professional-Data-Engineer Certification Test Questions exam questions are refined and have simplified the most important information so as to let the clients use little time to learn. After your purchase of Professional-Data-Engineer Certification Test Questions learning engine, our system will send a link to your email in 5 to 10 minutes. You can contact our staff anytime and anywhere during the learning process. Almost all candidates know our Professional-Data-Engineer Certification Test Questions exam questions as a powerful brand.

Google Cloud Certified Professional-Data-Engineer As old saying goes, all roads lead to Rome.

To satisfy the goals of exam candidates, we created the high quality and high accuracy Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Certification Test Questions real materials for you. And the best advantage of the software version is that it can simulate the real exam. Once you purchase our windows software of the Professional-Data-Engineer Latest Exam Simulator Online training engine, you can enjoy unrestricted downloading and installation of our Professional-Data-Engineer Latest Exam Simulator Online study guide.

We are sure you can seep great deal of knowledge from our Professional-Data-Engineer Certification Test Questions study prep in preference to other materials obviously. Our Professional-Data-Engineer Certification Test Questions practice materials have variant kinds including PDF, app and software versions. As Professional-Data-Engineer Certification Test Questions exam questions with high prestige and esteem in the market, we hold sturdy faith for you.

Google Professional-Data-Engineer Certification Test Questions - Now IT industry is more and more competitive.

Professional-Data-Engineer Certification Test Questions study materials can expedite your review process, inculcate your knowledge of the exam and last but not the least, speed up your pace of review dramatically. The finicky points can be solved effectively by using our Professional-Data-Engineer Certification Test Questions exam questions. With a high pass rate as 98% to 100% in this career, we have been the leader in this market and helped tens of thousands of our loyal customers pass the exams successfully. Just come to buy our Professional-Data-Engineer Certification Test Questions learning guide and you will love it.

If you have decided to upgrade yourself by passing Google certification Professional-Data-Engineer Certification Test Questions exam, then choosing Shobhadoshi is not wrong. Our Shobhadoshi promise you that you can pass your first time to participate in the Google certification Professional-Data-Engineer Certification Test Questions exam and get Google Professional-Data-Engineer Certification Test Questions certification to enhance and change yourself.

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

Amazon SAP-C02 - So accordingly, we offer three versions of free demos for you to download. They continue to use their IT knowledge and rich experience to study the previous years exams of Google Fortinet FCP_FML_AD-7.4 and have developed practice questions and answers about Google Fortinet FCP_FML_AD-7.4 exam certification exam. You can feel assertive about your exam with our 100 guaranteed professional VMware 250-602 practice engine for you can see the comments on the websites, our high-quality of our VMware 250-602 learning materials are proved to be the most effective exam tool among the candidates. If you choose to sign up to participate in Google certification The Open Group OGEA-103 exams, you should choose a good learning material or training course to prepare for the examination right now. And our CIPS L5M5 test guide benefit exam candidates by improving their ability of coping the exam in two ways, first one is their basic knowledge of it.

Updated: May 27, 2022