And you will be satified by their professional guidance. We stress the primacy of customers’ interests, and make all the preoccupation based on your needs on the Professional-Data-Engineer Reliable Test Collection Materials study materials. We assume all the responsibilities that our Professional-Data-Engineer Reliable Test Collection Materials practice braindumps may bring. If you fail the exam, we will give you a full refund. You choosing Goldmile-Infobiz to help you pass Google certification Professional-Data-Engineer Reliable Test Collection Materials exam is a wise choice. Our Professional-Data-Engineer Reliable Test Collection Materials study guide will be the best choice for your time, money and efforts.
Google Cloud Certified Professional-Data-Engineer It is a professional IT exam training site.
Therefore, we sincerely wish you can attempt to our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Reliable Test Collection Materials test question. The person who has been able to succeed is because that he believed he can do it. Goldmile-Infobiz is able to help each IT person, because it has the capability.
They can even broaden amplitude of your horizon in this line. Of course, knowledge will accrue to you from our Professional-Data-Engineer Reliable Test Collection Materials training guide. There is no inextricably problem within our Professional-Data-Engineer Reliable Test Collection Materials learning materials.
Google Professional-Data-Engineer Reliable Test Collection Materials - Now let our Goldmile-Infobiz help you!
There are three different versions of our Professional-Data-Engineer Reliable Test Collection Materials preparation prep including PDF, App and PC version. Each version has the suitable place and device for customers to learn anytime, anywhere. In order to give you a basic understanding of our various versions on our Professional-Data-Engineer Reliable Test Collection Materials exam questions, each version offers a free trial. So there are three free demos of our Professional-Data-Engineer Reliable Test Collection Materials exam materials. And you can easily download the demos on our website.
Goldmile-Infobiz insists on providing you with the best and high quality exam dumps, aiming to ensure you 100% pass in the actual test. Being qualified with Google certification will bring you benefits beyond your expectation.
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
Therefore, this is the point of our SAP C_ARP2P_2508 exam materials, designed to allow you to spend less time and money to easily pass the exam. Now, EXIN CDCS sure pass exam will help you step ahead in the real exam and assist you get your EXIN CDCS certification easily. If you want to get the related certification in an efficient method, please choose the HashiCorp Terraform-Associate-003 study materials from our company. SAP C-TS462-2023 - If you want to pass exam one-shot, you shouldn't miss our files. This is a wise choice, after using our Microsoft PL-400-KR training materials, you will realize your dream of a promotion because you deserve these reports and your efforts will be your best proof.
Updated: May 27, 2022