Shobhadoshi Google Professional-Data-Engineer Latest Test Syllabus questions and answers to prepare for your exam training materials you need. Like actual certification exams, multiple-choice questions (multiple-choice questions) to help you pass the exam. The our Shobhadoshi Google Professional-Data-Engineer Latest Test Syllabus exam training materials, the verified exam, these questions and answers reflect the professional and practical experience of Shobhadoshi. The content of our Professional-Data-Engineer Latest Test Syllabus braindumps torrent is easy to understand that adapted to any level of candidates. It just needs few hours to your success. People around the world prefer Professional-Data-Engineer Latest Test Syllabus exam certification to make their careers more strengthened and successful.
Different from other similar education platforms, the Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Latest Test Syllabus quiz guide will allocate materials for multi-plate distribution, rather than random accumulation without classification. Our Professional-Data-Engineer Reliable Test Simulator dumps torrent contains everything you want to solve the challenge of real exam. Our Professional-Data-Engineer Reliable Test Simulator free dumps demo will provide you some basic information for the accuracy of our exam materials.
What we attach importance to in the transaction of latest Professional-Data-Engineer Latest Test Syllabus quiz prep is for your consideration about high quality and efficient products and time-saving service. We treasure time as all customers do. Therefore, fast delivery is another highlight of our latest Professional-Data-Engineer Latest Test Syllabus quiz prep.
Our Professional-Data-Engineer Latest Test Syllabus exam quiz is unlike other exam materials that are available on the market, our Professional-Data-Engineer Latest Test Syllabus study dumps specially proposed different versions to allow you to learn not only on paper, but also to use mobile phones to learn. This greatly improves the students' availability of fragmented time. So you can achieve your Professional-Data-Engineer Latest Test Syllabus certification easily without disrupting your daily routine. And we will give you 100% success guaranteed on the Professional-Data-Engineer Latest Test Syllabus training guide.
In short, you will find the convenience and practicality of our Professional-Data-Engineer Latest Test Syllabus quiz guide in the process of learning. We will also continue to innovate and improve functions to provide you with better services.
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 are building a model to make clothing recommendations. You know a user's fashion preference is likely to change over time, so you build a data pipeline to stream new data back to the model as it becomes available.
How should you use this data to train the model?
A. Continuously retrain the model on just the new data.
B. Continuously retrain the model on a combination of existing data and the new data.
C. Train on the new data while using the existing data as your test set.
D. Train on the existing data while using the new data as your test set.
Answer: C
QUESTION NO: 5
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
We are convinced that our GIAC GCIP exam questions can help you gain the desired social status and thus embrace success. In such a way, you can confirm that you get the convenience and fast from our Peoplecert ITIL-4-BRM study guide. IIA IIA-CIA-Part1-KR - The development of science and technology makes our life more comfortable and convenient, which also brings us more challenges. Oracle 1Z0-1133-24 - According to the survey, the average pass rate of our candidates has reached 99%. Our Microsoft MS-700 learning questions engage our working staff in understanding customers’ diverse and evolving expectations and incorporate that understanding into our strategies, thus you can 100% trust our Microsoft MS-700 exam engine.
Updated: May 27, 2022
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 13, 2025
Total Q&As:380
Google Professional-Data-Engineer Valid Test Guide Files
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 13, 2025
Total Q&As:380
Google Valid Professional-Data-Engineer Exam Prep
Free Download
Exam Code: Professional-Data-Engineer
Exam Name: Google Certified Professional Data Engineer Exam
Updated: June 13, 2025
Total Q&As:380
Google Reliable Professional-Data-Engineer Test Camp
Free Download