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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
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Updated: May 27, 2022
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Professional-Data-Engineer Test Cram exam cram file with 100% pass rate and amazing customer service. Our Professional-Data-Engineer Test Cram exam prep has already become a famous brand all over the world in this field since we have engaged in compiling the Professional-Data-Engineer Test Cram practice materials for more than ten years and have got a fruitful outcome.
Professional-Data-Engineer Test Cram VCE dumps help you save time to clear exam.
You may urgently need to attend Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test Cram certificate exam and get the certificate to prove you are qualified for the job in some area. It will help you to accelerate your knowledge and improve your professional ability by using our Updated Professional-Data-Engineer Demo vce dumps. We are so proud of helping our candidates go through Updated Professional-Data-Engineer Demo real exam in their first attempt quickly.
We provide the Professional-Data-Engineer Test Cram study materials which are easy to be mastered, professional expert team and first-rate service to make you get an easy and efficient learning and preparation for the Professional-Data-Engineer Test Cram test. Our product’s price is affordable and we provide the wonderful service before and after the sale to let you have a good understanding of our Professional-Data-Engineer Test Cram study materials before your purchase, you had better to have a try on our free demos.
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We has a long history of 10 years in designing the Professional-Data-Engineer Test Cram exam guide and enjoys a good reputation across the globe. There are so many features to show that our Professional-Data-Engineer Test Cram study engine surpasses others. We can confirm that the high quality is the guarantee to your success. At the same time, the prices of our Professional-Data-Engineer Test Cram practice materials are quite reasonable for no matter the staffs or the students to afford. What is more, usually we will give some discounts to our worthy customers.
We have designed a chat window below the web page. Once you want to ask some questions about the Professional-Data-Engineer Test Cram training engine, you can click the little window.
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
You will pass the Network Appliance NS0-076 exam after 20 to 30 hours' learning with our Network Appliance NS0-076 study material. Microsoft MS-900-KR - Using our products, you can get everything you want, including your most important pass rate. To understand our Real Estate New-Jersey-Real-Estate-Salesperson learning questions in detail, just come and try! It is believed that many users have heard of the Esri EAEP_2025 study materials from their respective friends or news stories. Passing the test CompTIA XK0-006 certification can make them become that kind of people and if you are one of them buying our CompTIA XK0-006 study materials will help you pass the CompTIA XK0-006 test smoothly with few efforts needed.
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We are leading company and innovator in this Professional-Data-Engineer Test Cram exam area. We are grimly determined and confident in helping you pass the Professional-Data-Engineer Test Cram exam. With professional experts and brilliant teamwork, our Professional-Data-Engineer Test Cram exam dumps have helped exam candidates succeed since the beginning. Our business policy is "products win by quality, service win by satisfaction". I just want to share with you that here is a valid Professional-Data-Engineer Test Cram exam cram file with 100% pass rate and amazing customer service. Our Professional-Data-Engineer Test Cram exam prep has already become a famous brand all over the world in this field since we have engaged in compiling the Professional-Data-Engineer Test Cram practice materials for more than ten years and have got a fruitful outcome.
Professional-Data-Engineer Test Cram VCE dumps help you save time to clear exam.
You may urgently need to attend Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Test Cram certificate exam and get the certificate to prove you are qualified for the job in some area. It will help you to accelerate your knowledge and improve your professional ability by using our Updated Professional-Data-Engineer Demo vce dumps. We are so proud of helping our candidates go through Updated Professional-Data-Engineer Demo real exam in their first attempt quickly.
We provide the Professional-Data-Engineer Test Cram study materials which are easy to be mastered, professional expert team and first-rate service to make you get an easy and efficient learning and preparation for the Professional-Data-Engineer Test Cram test. Our product’s price is affordable and we provide the wonderful service before and after the sale to let you have a good understanding of our Professional-Data-Engineer Test Cram study materials before your purchase, you had better to have a try on our free demos.
Google Professional-Data-Engineer Test Cram - We strongly advise you to have a brave attempt.
We has a long history of 10 years in designing the Professional-Data-Engineer Test Cram exam guide and enjoys a good reputation across the globe. There are so many features to show that our Professional-Data-Engineer Test Cram study engine surpasses others. We can confirm that the high quality is the guarantee to your success. At the same time, the prices of our Professional-Data-Engineer Test Cram practice materials are quite reasonable for no matter the staffs or the students to afford. What is more, usually we will give some discounts to our worthy customers.
We have designed a chat window below the web page. Once you want to ask some questions about the Professional-Data-Engineer Test Cram training engine, you can click the little window.
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
You will pass the Network Appliance NS0-076 exam after 20 to 30 hours' learning with our Network Appliance NS0-076 study material. Microsoft MS-900-KR - Using our products, you can get everything you want, including your most important pass rate. To understand our Real Estate New-Jersey-Real-Estate-Salesperson learning questions in detail, just come and try! It is believed that many users have heard of the Esri EAEP_2025 study materials from their respective friends or news stories. Passing the test CompTIA XK0-006 certification can make them become that kind of people and if you are one of them buying our CompTIA XK0-006 study materials will help you pass the CompTIA XK0-006 test smoothly with few efforts needed.
