Each small part contains a specific module. You can clearly get all the information about our Professional-Data-Engineer Points study guide. If you cannot find what you want to know, you can have a conversation with our online workers. And there is no exaggeration that our pass rate for our Professional-Data-Engineer Points study guide is 98% to 100% which is proved and tested by our loyal customers. As you may see the data on the website, our sales volumes of our Professional-Data-Engineer Points exam questions are the highest in the market. The 100% guarantee pass pass rate of Professional-Data-Engineer Points training materials that guarantee you to pass your Exam and will not permit any type of failure.
Google Cloud Certified Professional-Data-Engineer Just have a try and you will love them!
As long as you can practice Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Points study guide regularly and persistently your goals of making progress and getting certificates smoothly will be realized just like a piece of cake. The best way to gain success is not cramming, but to master the discipline and regular exam points of question behind the tens of millions of questions. Our Exam Professional-Data-Engineer Simulator Fee preparation materials can remove all your doubts about the exam.
However, passing an Professional-Data-Engineer Points exam is not easy, and a large number of people fail to pass it every year, as is the case with the Professional-Data-Engineer Points exam. But if you choose to buy our Professional-Data-Engineer Points study materials, you will pass the exam easily. In the 21st century, all kinds of examinations are filled with the life of every student or worker.
Google Professional-Data-Engineer Points - Everyone wants to succeed.
Having Google certification Professional-Data-Engineer Points exam certificate is equivalent to your life with a new milestone and the work will be greatly improved. I believe that everyone in the IT area is eager to have it. A lot of people in the discussion said that such a good certificate is difficult to pass and actually the pass rate is quite low. Not having done any efforts of preparation is not easy to pass, after all, Google certification Professional-Data-Engineer Points exam requires excellent expertise. Our Goldmile-Infobiz is a website that can provide you with a shortcut to pass Google certification Professional-Data-Engineer Points exam. Goldmile-Infobiz have a training tools of Google certification Professional-Data-Engineer Points exam which can ensure you pass Google certification Professional-Data-Engineer Points exam and gain certificate, but also can help you save a lot of time. Such a Goldmile-Infobiz that help you gain such a valuable certificate with less time and less money is very cost-effective for you.
As a prestigious platform offering practice material for all the IT candidates, Goldmile-Infobiz experts try their best to research the best valid and useful Google Professional-Data-Engineer Points exam dumps to ensure you 100% pass. The contents of Professional-Data-Engineer Points exam training material cover all the important points in the Professional-Data-Engineer Points actual test, which can ensure the high hit rate.
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
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: 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
Naturally, Google certification Amazon AIF-C01 exam has become a very popular exam in the IT area. The Huawei H13-961_V2.0 vce torrent will be the best and valuable study tool for your preparation. Snowflake SOL-C01 - Goldmile-Infobiz is website that can take you access to the road of success. you can download any time if you are interested in our Google Generative-AI-Leader dumps torrent. Goldmile-Infobiz's online training course has many years of experience, which can provide high quality learning material for examinee participating in Google certification Amazon SAA-C03-KR exam and satisfy all the needs of the students.
Updated: May 27, 2022