Our Professional-Data-Engineer Pdf exam materials draw lessons from the experience of failure, will all kinds of qualification examination has carried on the classification of clear layout, at the same time the user when they entered the Professional-Data-Engineer Pdf study dumps page in the test module classification of clear, convenient to use a very short time to find what they want to study, which began the next exercise. This saves the user time and makes our Professional-Data-Engineer Pdf study dumps clear and clear, which satisfies the needs of more users, which is why our products stand out among many similar products. The Internet is increasingly becoming a platform for us to work and learn, while many products are unreasonable in web design, and too much information is not properly classified. If you can choose to trust us, I believe you will have a good experience when you use the Professional-Data-Engineer Pdf study guide, and you can pass the exam and get a good grade in the test Professional-Data-Engineer Pdf certification. With the qualification certificate, you are qualified to do this professional job. Now they have a better life.
Google Cloud Certified Professional-Data-Engineer In the end, you will become an excellent talent.
However, when asked whether the Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Pdf latest dumps are reliable, costumers may be confused. On the one hand, you can elevate your working skills after finishing learning our Exam Professional-Data-Engineer Preview study materials. On the other hand, you will have the chance to pass the exam and obtain the Exam Professional-Data-Engineer Previewcertificate, which can aid your daily work and get promotion.
Facing the Professional-Data-Engineer Pdf exam this time, your rooted stressful mind of the exam can be eliminated after getting help from our Professional-Data-Engineer Pdf practice materials. Among voluminous practice materials in this market, we highly recommend our Professional-Data-Engineer Pdf study tool for your reference. Their vantages are incomparable and can spare you from strained condition.
Google Professional-Data-Engineer Pdf - Now, people are blundering.
We emphasize on customers satisfaction, which benefits both exam candidates and our company equally. By developing and nurturing superior customers value, our company has been getting and growing more and more customers. To satisfy the goals of exam candidates, we created the high quality and high accuracy Professional-Data-Engineer Pdf real materials for you. By experts who diligently work to improve our practice materials over ten years, all content are precise and useful and we make necessary alternations at intervals.
Once you purchase our windows software of the Professional-Data-Engineer Pdf training engine, you can enjoy unrestricted downloading and installation of our Professional-Data-Engineer Pdf study guide. You need to reserve our installation packages of our Professional-Data-Engineer Pdf learning guide in your flash disks.
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
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: 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 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
As Cisco 300-425 exam questions with high prestige and esteem in the market, we hold sturdy faith for you. Even if the user fails in the Google Certified Professional Data Engineer Exam exam dumps, users can also get a full refund of our SHRM SHRM-SCP quiz guide so that the user has no worries. And our professionals always keep a close eye on the new changes of the subject and keep updating the SAP C-THR82-2405 study questions to the most accurate. First of all, we have the best and most first-class operating system, in addition, we also solemnly assure users that users can receive the information from the Huawei H28-153_V1.0 certification guide within 5-10 minutes after their payment. Huawei H13-311_V3.5 - About some esoteric points, our experts illustrate with examples for you.
Updated: May 27, 2022