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The health tracking application uses the features of a live dashboard to provide historical and trending data based on the users activities.
You need to recommend which processing model must be used to process the following types of data: The top three activities per user on rainy days
The top three activities per user during the last 24 hours
The top activities per geographic region during last 24 hours
The most common sequences of three activities in a row for all of the users
Which processing model should you recommend for each data type? To answer, select the appropriate options in the answer area, NOTE: Each correct selection is worth one point.
Users report that when they access data that is more than one year old from a dashboard, the response time is slow. You need to resolve the issue that causes the slow response when visualizing older data. What should you do?
Process the event hub data first, and then process the older data on demand.
Process the older data on demand first, and then process the event hub data.
Aggregate the older data by time, and then save the aggregated data to reference data streams.
Store all of the data from the event hub in a single partition.
You need to recommend a data handling solution to support the planned changes to the dashboard. The solution must meet the privacy requirements. What is the best recommendation to achieve the goal? More than one answer choice may achieve the goal. Select the BEST answer.
You need to recommend a data transfer solution to support the business goals. What should you recommend?
Configure the health tracking application to cache data locally for 24 hours.
Configure the health tracking application to Aggregate activities in blocks KB.
Configure the health tracking application to cache data locally tor 12 hours.
Configure the health tracking application to aggregate activities in blocks KB.
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.
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.
Azure SQL Database
Azure Queue storage
Azure Blob storage
Azure Event Hubs
Microsoft 70-475 Exam (Design and Implement Big Data Analytics Solutions) Detailed Information
70-475 - Design and Implement Big Data Analytics Solutions
70-475 Test Objectives
Design big data batch processing and interactive solutions (30–35%)
Ingest data for batch and interactive processing
Ingest from cloud-born or on-premises data, store data in Microsoft Azure Data Lake, store data in Azure BLOB Storage,
perform a one-time bulk data transfer, perform routine small writes on a continuous basis
Identify application of Lambda architecture, utilize streaming data to draw business insights in real time, utilize
streaming data to show trends in data in real time, utilize streaming data and convert into batch data to get historical
view, design such that batch data doesn’t introduce latency, utilize batch data for deeper data analysis
Leverage Pig, Hive, MapReduce for data processing; copy data between on-premises and cloud; copy data between cloud
data sources; leverage stored procedures; leverage Machine Learning batch execution for scoring, retraining, and
update resource; extend the data factory with custom processing steps; load data into a relational store, visualize
using Power BI