The purchase rate and favorable reception of this material is highest on the internet. Shobhadoshi's Google Professional-Data-Engineer Valid Test Camp exam training materials have a part of free questions and answers that provided for you. You can try it later and then decide to take it or leave. Having a Google Professional-Data-Engineer Valid Test Camp certification can enhance your employment prospects,and then you can have a lot of good jobs. Shobhadoshi is a website very suitable to candidates who participate in the Google certification Professional-Data-Engineer Valid Test Camp exam. Do not you want to break you own? Double your salary, which is not impossible.

Google Professional-Data-Engineer Valid Test Camp exam is very popular in IT field.

If you want to know our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Valid Test Camp test questions materials, you can download our free demo now. Every question provides you with demo and if you think our exam dumps are good, you can immediately purchase it. After you purchase Boot Camp Professional-Data-Engineer exam dumps, you will get a year free updates.

Excellent Google Professional-Data-Engineer Valid Test Camp study guide make candidates have clear studying direction to prepare for your test high efficiently without wasting too much extra time and energy. Do you feel bored about current jobs and current life? Go and come to obtain a useful certificate! Professional-Data-Engineer Valid Test Camp study guide is the best product to help you achieve your goal.

Google Professional-Data-Engineer Valid Test Camp - Never feel sorry to invest yourself.

Our experts offer help by diligently working on the content of Professional-Data-Engineer Valid Test Camp learning questions more and more accurate. Being an exam candidate in this area, we believe after passing the exam by the help of our Professional-Data-Engineer Valid Test Camp practice materials, you will only learn a lot from this Professional-Data-Engineer Valid Test Camp exam but can handle many problems emerging in a long run. You can much more benefited form our Professional-Data-Engineer Valid Test Camp study guide. Don't hesitate, it is worthy to purchase!

To choose us is to choose success! It is an incredible opportunity among all candidates fighting for the desirable exam outcome to have our Professional-Data-Engineer Valid Test Camp practice materials.

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

The Microsoft MS-102-KR prep torrent we provide will cost you less time and energy. There is a large range of Splunk SPLK-1004 certifications that can help you improve your professional worth and make your dreams come true. Although the pass rate of our SAP C-S4TM-2023 study materials can be said to be the best compared with that of other exam tests, our experts all are never satisfied with the current results because they know the truth that only through steady progress can our SAP C-S4TM-2023 preparation braindumps win a place in the field of exam question making forever. How can you have the chance to enjoy the study in an offline state? You just need to download the version that can work in an offline state, and the first time you need to use the version of our Juniper JN0-637 quiz torrent online. Many competitors simulate and strive to emulate our standard, but our Salesforce CRT-261 training branindumps outstrip others in many aspects, so it is incumbent on us to offer help.

Updated: May 27, 2022