If you don't pass the exam, we will take a full refund to you. Before you choose to buy the Shobhadoshi products before, you can free download part of the exercises and answers about Google certification Professional-Data-Engineer Vce exam as a try, then you will be more confident to choose Shobhadoshi's products to prepare your Google certification Professional-Data-Engineer Vce exam. Shobhadoshi is a good website for Google certification Professional-Data-Engineer Vce exams to provide short-term effective training. We claim that you can be ready to attend your exam after studying with our Professional-Data-Engineer Vcestudy guide for 20 to 30 hours because we have been professional on this career for years. We can’t deny that the pursuit of success can encourage us to make greater progress. Shobhadoshi is a website which can give much convenience and meet the needs and achieve dreams for many people participating IT certification exams.

Google Cloud Certified Professional-Data-Engineer Shobhadoshi is a great resource site.

To understand our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Vce learning questions in detail, just come and try! Select the materials is to choose what you want. In order to enhance your own, do it quickly.

Many people want to be the competent people which can excel in the job in some area and be skillful in applying the knowledge to the practical working in some industry. But the thing is not so easy for them they need many efforts to achieve their goals. Passing the test Professional-Data-Engineer Vce certification can make them become that kind of people and if you are one of them buying our Professional-Data-Engineer Vce study materials will help you pass the Professional-Data-Engineer Vce test smoothly with few efforts needed.

Google Professional-Data-Engineer Vce - You can totally relay on us.

Quality should be tested by time and quantity, which is also the guarantee that we give you to provide Professional-Data-Engineer Vce exam software for you. Continuous update of the exam questions, and professional analysis from our professional team have become the key for most candidates to pass Professional-Data-Engineer Vce exam. The promise of "no help, full refund" is the motivation of our team. We will continue improving Professional-Data-Engineer Vce exam study materials. We will guarantee that you you can share the latest Professional-Data-Engineer Vce exam study materials free during one year after your payment.

Second, it is convenient for you to read and make notes with our versions of Professional-Data-Engineer Vce exam materials. Last but not least, we will provide considerate on line after sale service for you in twenty four hours a day, seven days a week.

Professional-Data-Engineer PDF DEMO:

QUESTION NO: 1
For the best possible performance, what is the recommended zone for your Compute Engine instance and Cloud Bigtable instance?
A. Have both the Compute Engine instance and the Cloud Bigtable instance to be in different zones.
B. Have the Compute Engine instance in the furthest zone from the Cloud Bigtable instance.
C. Have the Cloud Bigtable instance to be in the same zone as all of the consumers of your data.
D. Have both the Compute Engine instance and the Cloud Bigtable instance to be in the same zone.
Answer: D
Explanation
It is recommended to create your Compute Engine instance in the same zone as your Cloud Bigtable instance for the best possible performance, If it's not possible to create a instance in the same zone, you should create your instance in another zone within the same region. For example, if your Cloud
Bigtable instance is located in us-central1-b, you could create your instance in us-central1-f. This change may result in several milliseconds of additional latency for each Cloud Bigtable request.
It is recommended to avoid creating your Compute Engine instance in a different region from your
Cloud Bigtable instance, which can add hundreds of milliseconds of latency to each Cloud Bigtable request.
Reference: https://cloud.google.com/bigtable/docs/creating-compute-instance

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
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: 4
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: 5
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

UiPath UiPath-ABAv1 - To pass this exam also needs a lot of preparation. After nearly ten years' efforts, now our company have become the topnotch one in the field, therefore, if you want to pass the ISACA CRISC exam as well as getting the related certification at a great ease, I strongly believe that the ISACA CRISC study materials compiled by our company is your solid choice. If you want to be familiar with the real test and grasp the rhythm in the real test, you can choose our ISACA CRISC exam test engine to practice. It is universally accepted that in this competitive society in order to get a good job we have no choice but to improve our own capacity and explore our potential constantly, and try our best to get the related Amazon DVA-C02-KR certification is the best way to show our professional ability, however, the Amazon DVA-C02-KR exam is hard nut to crack but our Amazon DVA-C02-KR preparation questions are closely related to the exam, it is designed for you to systematize all of the key points needed for the Amazon DVA-C02-KR exam. Improve your professional ability with our IIA IIA-CIA-Part1-CN certification.

Updated: May 27, 2022