You cam familiarize yourself with our Professional-Data-Engineer Test Book practice materials and their contents in a short time. Exam candidates hold great purchasing desire for our Professional-Data-Engineer Test Book study questions which contribute to successful experience of former exam candidates with high quality and high efficiency. So our Professional-Data-Engineer Test Bookpractice materials have great brand awareness in the market. Provided you get the certificate this time with our Professional-Data-Engineer Test Book training guide, you may have striving and excellent friends and promising colleagues just like you. It is also as obvious magnifications of your major ability of profession, so Professional-Data-Engineer Test Book learning materials may bring underlying influences with positive effects. Our Professional-Data-Engineer Test Book exam torrent boosts timing function and the function to stimulate the exam.

Google Cloud Certified Professional-Data-Engineer They compile each answer and question carefully.

Our Google certification Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test Book exam question bank is produced by Shobhadoshi's experts's continuously research of outline and previous exam. We can guarantee that our study materials will be suitable for all people and meet the demands of all people, including students, workers and housewives and so on. If you decide to buy and use the Professional-Data-Engineer Learning Materials training materials from our company with dedication on and enthusiasm step and step, it will be very easy for you to pass the exam without doubt.

We can let you spend a small amount of time and money and pass the IT certification exam at the same time. Selecting the products of Shobhadoshi to help you pass your first time Google certification Professional-Data-Engineer Test Book exam is very cost-effective. Shobhadoshi provide a good after-sales service for all customers.

Google Professional-Data-Engineer Test Book - The rate of return will be very obvious for you.

The society has an abundance of capable people and there is a keen competition. Don't you feel a lot of pressure? No matter how high your qualifications, it does not mean your strength forever. Qualifications is just a stepping stone, and strength is the cornerstone which can secure your status. Google Professional-Data-Engineer Test Book certification exam is a popular IT certification, and many people want to have it. With it you can secure your career. Shobhadoshi's Google Professional-Data-Engineer Test Book exam training materials is a good training tool. It can help you pass the exam successfully. With this certification, you will get international recognition and acceptance. Then you no longer need to worry about being fired by your boss.

Next, through my introduction, I hope you can have a deeper understanding of our Professional-Data-Engineer Test Book learning quiz. We really hope that our Professional-Data-Engineer Test Book practice engine will give you some help.

Professional-Data-Engineer PDF DEMO:

QUESTION NO: 1
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: 2
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: 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
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: 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

Huawei H19-483_V1.0 - So you have to seize this opportunity of Shobhadoshi. Microsoft MB-240 - At home, you can use the computer and outside you can also use the phone. CBIC CIC - The high quality exam dumps can produce a wonderful effect. Amazon AWS-Certified-Machine-Learning-Specialty-KR - There are no additional ads to disturb the user to use the Google Certified Professional Data Engineer Exam qualification question. Would you like to register Google Amazon AIF-C01-KR certification test? Would you like to obtain Amazon AIF-C01-KR certificate? Without having enough time to prepare for the exam, what should you do to pass your exam? In fact, there are techniques that can help.

Updated: May 27, 2022