최신 070-475 무료덤프 - Microsoft Design and Implement Big Data Analytics Solutions

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the states goals. Some question sets might have more than one correct solution, while the others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Apache Spark system that contains 5 TB of data.
You need to write queries that analyze the data in the system. The queries must meet the following requirements:
* Use static data typing.
* Execute queries as quickly as possible.
* Have access to the latest language features.
Solution: You write the queries by using Scala.

You have four on-premises Microsoft SQL Server data sources as described in the following table.

You plan to create three Azure data factories that will interact with the data sources as described in the following table.

You need to deploy Microsoft Data Management Gateway to support the Azure Data Factory deployment. The solution must use new servers to host the instances of Data Management Gateway.
What is the minimum number of new servers and data management gateways you should you deploy? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

You need to recommend a permanent Azure Storage solution for the activity data. The solution must meet the technical requirements.
What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal.
Select the BEST answer.

You have a Microsoft Azure Data Factory that loads data to an analytics solution.
You receive an alert that an error occurred during the last processing of a data stream.
You debug the problem and solve an error.
You need to process the data stream that caused the error.
What should you do?

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
Your company has multiple databases that contain millions of sales transactions.
You plan to implement a data mining solution to identity purchasing fraud.
You need to design a solution that mines 10 terabytes (TB) of sales data. The solution must meet the following requirements:
* Run the analysis to identify fraud once per week.
* Continue to receive new sales transactions while the analysis runs.
* Be able to stop computing services when the analysis is NOT running.
Solution: You create a Cloudera Hadoop cluster on Microsoft Azure virtual machines.
Does this meet the goal?

You have data pushed to Microsoft Azure Blob storage every few minutes.
You want to use an Azure Machine Learning web service to score the data hourly.
You plan to deploy the data factory pipeline by using a Microsoft.NET application.
You need to create an output dataset for the web service.
Which three properties should you define? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

You work for a telecommunications company that uses Microsoft Azure Stream Analytics.
You have data related to incoming calls.
You need to group the data in the following ways:
* Group A: Every five minutes for a duration of five minutes
* Group B: Every five minutes for a duration of 10 minutes
Which type of window should you use for each group? To answer, drag the appropriate window types to the correct groups. Each window type may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

You extend the dashboard of the health tracking application to summarize fields across several users.
You need to recommend a file format for the activity data in Azure that meets the technical requirements.
What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal.
Select the BEST answer.

A company named Fabrikam, Inc. plans to monitor financial markets and social networks, and then to correlate global stock movements to social network activity.
You need to recommend a Microsoft Azure HDInsight cluster solution that meets the following requirements:
* Provides continuous availability
* Can process asynchronous feeds
What is the best type of cluster to recommend to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.

You deploy a Microsoft Azure SQL database.
You create a job to upload customer data to the database.
You discover that the job cannot connect to the database and fails.
You verify that the database runs successfully in Azure.
You need to run the job successfully.
What should you create?