Our Professional-Data-Engineer Customized Lab Simulation study materials will really be your friend and give you the help you need most. Professional-Data-Engineer Customized Lab Simulation exam braindumps understand you and hope to accompany you on an unforgettable journey. As long as you download our Professional-Data-Engineer Customized Lab Simulation practice engine, you will be surprised to find that Professional-Data-Engineer Customized Lab Simulation learning guide is well designed in every detail no matter the content or the displays. Most of the experts have been studying in the professional field for many years and have accumulated much experience in our Professional-Data-Engineer Customized Lab Simulation practice questions. The high-quality of our Professional-Data-Engineer Customized Lab Simulation exam questions are praised by tens of thousands of our customers. Our company is a well-known multinational company, has its own complete sales system and after-sales service worldwide.
Google Cloud Certified Professional-Data-Engineer They can be obtained within five minutes.
So we give emphasis on your goals, and higher quality of our Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Customized Lab Simulation test guide. All exam materials in Valid Exam Professional-Data-Engineer Blueprint learning materials contain PDF, APP, and PC formats. They have the same questions and answers but with different using methods.
The second one of Professional-Data-Engineer Customized Lab Simulation test guide is emphasis on difficult and hard-to-understand points. Experts left notes for your reference, and we believe with their notes things will be easier. In addition, the new supplementary will be sent to your mailbox if you place order this time with beneficial discounts at intervals.
Google Professional-Data-Engineer Customized Lab Simulation - God will help those who help themselves.
Can you imagine that you only need to review twenty hours to successfully obtain the Professional-Data-Engineer Customized Lab Simulation certification? Can you imagine that you don’t have to stay up late to learn and get your boss’s favor? With Professional-Data-Engineer Customized Lab Simulation study quiz, passing exams is no longer a dream. If you are an office worker, Professional-Data-Engineer Customized Lab Simulation preparation questions can help you make better use of the scattered time to review. Just visit our website and try our Professional-Data-Engineer Customized Lab Simulation exam questions, then you will find what you need.
Maybe your life will be changed a lot after learning our Professional-Data-Engineer Customized Lab Simulation training questions. And a brighter future is waiting for you.
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
SAP C-S4CS-2508 test questions have so many advantages that basically meet all the requirements of the user. We believe our study materials will be very useful and helpful for all people who are going to prepare for the SAP C-S4CPB-2508 exam. You are not required to pay any amount or getting registered with us for downloading free HP HPE6-A87 materials. Adobe AD0-E137 - Of course, if you choose our study materials, you will have the chance to experience our PDF version. Cisco 300-610 - As we all know, sometimes the right choice can avoid the waste of time, getting twice the result with half the effort.
Updated: May 27, 2022