With the Professional-Data-Engineer Study Material certification, your life will be changed thoroughly for you may find better jobs and gain higher incomes to lead a better life style. And our Professional-Data-Engineer Study Material exam questions will be your best assistant. We all have the right to pursue happiness. Are you worried about you poor life now and again? Are you desired to gain a decent job in the near future? Do you dream of a better life? Do you want to own better treatment in the field? If your answer is yes, please prepare for the Professional-Data-Engineer Study Material exam. It is known to us that preparing for the exam carefully and getting the related certification are very important for all people to achieve their dreams in the near future. All are orderly arranged in our practice materials.
Google Cloud Certified Professional-Data-Engineer We get information from special channel.
As a result, the pass rate of our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Study Material exam braindumps is high as 98% to 100%. Sharp tools make good work. Valid Professional-Data-Engineer Test Assessment test questions and answers will make your exam easily.
Please feel free to contact us if you have any problems. Our Professional-Data-Engineer Study Material learning question can provide you with a comprehensive service beyond your imagination. Professional-Data-Engineer Study Material exam guide has a first-class service team to provide you with 24-hour efficient online services.
Google Professional-Data-Engineer Study Material - Goldmile-Infobiz is a professional website.
According to the statistics shown in the feedback chart, the general pass rate for latest Professional-Data-Engineer Study Material test prep is 98%, which is far beyond that of others in this field. In recent years, our Professional-Data-Engineer Study Material exam guide has been well received and have reached 99% pass rate with all our dedication. As one of the most authoritative question bank in the world, our study materials make assurance for your passing the Professional-Data-Engineer Study Material exam.
If you have any questions about the exam, Goldmile-Infobiz the Google Professional-Data-Engineer Study Material will help you to solve them. Within a year, we provide free updates.
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
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: 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
Scrum SAFe-Practitioner - When you start learning, you will find a lot of small buttons, which are designed carefully. SAP C-S4CPR-2508 - They used their knowledge and experience as well as the ever-changing IT industry to produce the material. It is understandable that different people have different preference in terms of Amazon SAP-C02 study guide. Goldmile-Infobiz's Google PMI PMP-CN exam training materials is a good training materials. You can visit the pages of the product and then know the version of the product, the updated time, the quantity of the questions and answers, the characteristics and merits of the Huawei H12-611_V2.0 test braindumps, the price of the product and the discount.
Updated: May 27, 2022