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Microsoft 70-475 Exam
- Topic 1: Design and provision compute clusters Design for batch processing Design for data security Design and provision compute resources Design for real-time processing Orchestrate data processing activities in a data-driven workflow Design a deployme
Free Microsoft 70-475 Exam Actual Questions
The questions for 70-475 were last updated On 25-06-2019
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 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 plan to deploy a Microsoft Azure SQL data warehouse and a web application.
The data warehouse will ingest 5 TB of data from an on-premises Microsoft SQL Server database daily. The web application will query the data warehouse.
You need to design a solution to ingest data into the data warehouse.
Solution: You use AzCopy to transfer the data as text files from SQL Server to Azure Blob storage, and then you use PolyBase to run Transact-SQL statements that refresh the data warehouse database.
Does this meet the goal?
If you need the best performance, then use PolyBase to import data into Azure SQL warehouse.
Note: Often the speed of migration is an overriding concern compared to ease of setup and maintainability, particularly when there's a large amount of data to move. Optimizing purely for speed, a source controlled differentiated approach relying on bcp to export data to files, efficiently moving the files to Azure Blob storage, and using the Polybase engine to import from blob storage works best.
References:
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/sql-data-warehouse-migrate-data
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 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 a Microsoft Azure deployment that contains the following services:
Azure Data Lake
Azure Cosmos DB
Azure Data Factory
Azure SQL Database
You load several types of data to Azure Data Lake.
You need to load data from Azure SQL Database to Azure Data Lake.
Solution: You use a stored procedure.
Does this meet the goal?
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 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 a Microsoft Azure deployment that contains the following services:
Azure Data Lake
Azure Cosmos DB
Azure Data Factory
Azure SQL Database
You load several types of data to Azure Data Lake.
You need to load data from Azure SQL Database to Azure Data Lake.
Solution: You use the AzCopy utility.
Does this meet the goal?
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 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 a Microsoft Azure deployment that contains the following services:
Azure Data Lake
Azure Cosmos DB
Azure Data Factory
Azure SQL Database
You load several types of data to Azure Data Lake.
You need to load data from Azure SQL Database to Azure Data Lake.
Solution: You use the Azure Import/Export service.
Does this meet the goal?
Which technology should you recommend to meet the technical requirement for analyzing the social media data?
Azure Stream Analytics is a fully managed event-processing engine that lets you set up real-time analytic computations on streaming data.
Scalability
Stream Analytics can handle up to 1 GB of incoming data per second. Integration with Azure Event Hubs and Azure IoT Hub allows jobs to ingest millions of events per second coming from connected devices, clickstreams, and log files, to name a few. Using the partition feature of event hubs, you can partition computations into logical steps, each with the ability to be further partitioned to increase scalability.
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