Looking for latest Professional-Data-Engineer Test Questions Fee exam questions? You can pass the certification exam easily with our Professional-Data-Engineer Test Questions Fee practice exam. With the help of our study guide, you will save lots of time to practice Professional-Data-Engineer Test Questions Fee vce pdf and boost confidence in solving the difficult questions. Our training materials can help you learn about the knowledge points of Professional-Data-Engineer Test Questions Fee exam collection and improve your technical problem-solving skills. As an old saying goes: Practice makes perfect. Facts prove that learning through practice is more beneficial for you to learn and test at the same time as well as find self-ability shortage in Professional-Data-Engineer Test Questions Fee test prep. You may get answers from other vendors, but our Professional-Data-Engineer Test Questions Fee briandumps pdf are the most reliable training materials for your exam preparation.
Our Professional-Data-Engineer Test Questions Fee exam questions have a lot of advantages.
Goldmile-Infobiz is considered as the top preparation material seller for Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test Questions Fee exam dumps, and inevitable to carry you the finest knowledge on Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test Questions Fee exam certification syllabus contents. If you fail in the exam, we will refund you in full immediately at one time. After you buy our Google Certified Professional Data Engineer Exam exam torrent you have little possibility to fail in exam because our passing rate is very high.
Our Professional-Data-Engineer Test Questions Fee practice dumps compiled by the most professional experts can offer you with high quality and accuracy practice materials for your success. Up to now, we have more than tens of thousands of customers around the world supporting our Professional-Data-Engineer Test Questions Fee exam questions. If you are unfamiliar with our Professional-Data-Engineer Test Questions Fee study materials, please download the free demos for your reference, and to some unlearned exam candidates, you can master necessities by our Professional-Data-Engineer Test Questions Fee training guide quickly.
The Google Professional-Data-Engineer Test Questions Fee training materials are so very helpful.
As is known to us, there are three different versions about our Google Certified Professional Data Engineer Exam guide torrent, including the PDF version, the online version and the software version. The experts from our company designed the three different versions of Professional-Data-Engineer Test Questions Fee test torrent with different functions. According to the different function of the three versions, you have the chance to choose the most suitable version of our Professional-Data-Engineer Test Questions Fee study torrent. For instance, if you want to print the Professional-Data-Engineer Test Questions Fee study materials, you can download the PDF version which supports printing. By the PDF version, you can print the Google Certified Professional Data Engineer Exam guide torrent which is useful for you. If you want to enjoy the real exam environment, the software version will help you solve your problem, because the software version of our Professional-Data-Engineer Test Questions Fee test torrent can simulate the real exam environment. In a word, the three different versions will meet your all needs; you can use the most suitable version of our Professional-Data-Engineer Test Questions Fee study torrent according to your needs.
PDF, APP and Software, each version has its advantage, and each version is the most effect way. You can choose the most suitable version to learn.
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
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
QUESTION NO: 5
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
There are so many specialists who join together and contribute to the success of our Salesforce Sales-101 guide quiz just for your needs. HP HPE7-A03 - Of course, you must have enough ability to assume the tasks. If you buy our ITIL ITIL-4-Foundation study tool successfully, you will have the right to download our ITIL ITIL-4-Foundation exam torrent in several minutes, and then you just need to click on the link and log on to your website’s forum, you can start to learn our ITIL ITIL-4-Foundation question torrent. They are meritorious experts with a professional background in this line and remain unpretentious attitude towards our PECB ISO-9001-Lead-Auditor practice materials all the time. Differ as a result the Microsoft AZ-104 questions torrent geared to the needs of the user level, cultural level is uneven, have a plenty of college students in school, have a plenty of work for workers, and even some low education level of people laid off, so in order to adapt to different level differences in users, the Microsoft AZ-104 exam questions at the time of writing teaching materials with a special focus on the text information expression, as little as possible the use of crude esoteric jargon, as much as possible by everyone can understand popular words to express some seem esoteric knowledge, so that more users through the Microsoft AZ-104 prep guide to know that the main content of qualification examination, stimulate the learning enthusiasm of the user, arouse their interest in learning.
Updated: May 27, 2022