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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 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
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Updated: May 27, 2022
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Professional-Data-Engineer Standard Answers guide dump has become a secret weapon of the examinee through qualification examination, a lot of the users of our Professional-Data-Engineer Standard Answers guide dump can get unexpected results in the examination. It can be said that our Professional-Data-Engineer Standard Answers study questions are the most powerful in the market at present, not only because our company is leader of other companies, but also because we have loyal users. We will inform you at the first time once the Professional-Data-Engineer Standard Answers exam software updates, and if you can't fail the Professional-Data-Engineer Standard Answers exam we will full refund to you and we are responsible for your loss.
Google Cloud Certified Professional-Data-Engineer The next thing you have to do is stick with it.
We aimed to help our candidates get success in the Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Standard Answers practice test with less time and leas effort. simulation tests of our Professional-Data-Engineer Flexible Testing Engine learning materials have the functions of timing and mocking exams, which will allow you to adapt to the exam environment in advance and it will be of great benefit for subsequent exams. After you complete the learning task, the system of our Professional-Data-Engineer Flexible Testing Engine test prep will generate statistical reports based on your performance so that you can identify your weaknesses and conduct targeted training and develop your own learning plan.
You can completely rest assured that our Professional-Data-Engineer Standard Answers dumps collection will ensure you get high mark in the formal test. You will get lots of knowledge from our website. With the best quality of Professional-Data-Engineer Standard Answers braindumps pdf from our website, getting certified will be easier and fast.
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Long time learning might makes your attention wondering but our effective Professional-Data-Engineer Standard Answers study materials help you learn more in limited time with concentrated mind. Just visualize the feeling of achieving success by using our Professional-Data-Engineer Standard Answers exam guide,so you can easily understand the importance of choosing a high quality and accuracy Professional-Data-Engineer Standard Answers training engine. You will have handsome salary get higher chance of winning and separate the average from a long distance and so on.
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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 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
On the other side, Products are purchasable, knowledge is not, and our Microsoft AZ-500-KR practice materials can teach you knowledge rather than charge your money. ISTQB ISTQB-CTFL - These professional knowledge will become a springboard for your career, help you get the favor of your boss, and make your career reach it is peak. We can make sure the short time on HP HPE3-CL09 training engine is enough for you to achieve the most outstanding result. We can be sure that with the professional help of our Salesforce Salesforce-MuleSoft-Developer-I test guide you will surely get a very good experience. When you pass the Fortinet NSE8_812 exam which is well recognized wherever you are in any field, then acquire the Fortinet NSE8_812 certificate, the door of your new career will be open for you and your future is bright and hopeful.
Professional-Data-Engineer Standard Answers - Professional-Data-Engineer Latest Braindumps Ebook & Google Certified Professional-Data-Engineer Exam - Goldmile-Infobiz
Belive it or not, our efficient and authoritative Professional-Data-Engineer Standard Answers exam materials are always here waiting for you to provide you with the best help of Professional-Data-Engineer Standard Answers exam preparation. Maybe you just need a Professional-Data-Engineer Standard Answers exam certification to realize your dream of promotion. We know that impulse spending will make you regret, so we suggest that you first download our free demo to check before purchasing. Study our Professional-Data-Engineer Standard Answers training materials to write "test data" is the most suitable for your choice, after recent years show that the effect of our Professional-Data-Engineer Standard Answers guide dump has become a secret weapon of the examinee through qualification examination, a lot of the users of our Professional-Data-Engineer Standard Answers guide dump can get unexpected results in the examination. It can be said that our Professional-Data-Engineer Standard Answers study questions are the most powerful in the market at present, not only because our company is leader of other companies, but also because we have loyal users. We will inform you at the first time once the Professional-Data-Engineer Standard Answers exam software updates, and if you can't fail the Professional-Data-Engineer Standard Answers exam we will full refund to you and we are responsible for your loss.
Google Cloud Certified Professional-Data-Engineer The next thing you have to do is stick with it.
We aimed to help our candidates get success in the Professional-Data-Engineer - Google Certified Professional Data Engineer Exam Standard Answers practice test with less time and leas effort. simulation tests of our Professional-Data-Engineer Flexible Testing Engine learning materials have the functions of timing and mocking exams, which will allow you to adapt to the exam environment in advance and it will be of great benefit for subsequent exams. After you complete the learning task, the system of our Professional-Data-Engineer Flexible Testing Engine test prep will generate statistical reports based on your performance so that you can identify your weaknesses and conduct targeted training and develop your own learning plan.
You can completely rest assured that our Professional-Data-Engineer Standard Answers dumps collection will ensure you get high mark in the formal test. You will get lots of knowledge from our website. With the best quality of Professional-Data-Engineer Standard Answers braindumps pdf from our website, getting certified will be easier and fast.
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Long time learning might makes your attention wondering but our effective Professional-Data-Engineer Standard Answers study materials help you learn more in limited time with concentrated mind. Just visualize the feeling of achieving success by using our Professional-Data-Engineer Standard Answers exam guide,so you can easily understand the importance of choosing a high quality and accuracy Professional-Data-Engineer Standard Answers training engine. You will have handsome salary get higher chance of winning and separate the average from a long distance and so on.
When the interface displays that you have successfully paid for our Professional-Data-Engineer Standard Answers study materials, our specific online sales workers will soon deal with your orders. You will receive the Professional-Data-Engineer Standard Answers study materials no later than ten minutes.
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
On the other side, Products are purchasable, knowledge is not, and our Microsoft AZ-500-KR practice materials can teach you knowledge rather than charge your money. ISTQB ISTQB-CTFL - These professional knowledge will become a springboard for your career, help you get the favor of your boss, and make your career reach it is peak. We can make sure the short time on HP HPE3-CL09 training engine is enough for you to achieve the most outstanding result. We can be sure that with the professional help of our Salesforce Salesforce-MuleSoft-Developer-I test guide you will surely get a very good experience. When you pass the Fortinet NSE8_812 exam which is well recognized wherever you are in any field, then acquire the Fortinet NSE8_812 certificate, the door of your new career will be open for you and your future is bright and hopeful.
