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Exam Code: A00-415
Exam Name: SAS Viya Fundamentals of ProgrammingCertification
Version: V16.75
Q & A: 400 Questions and Answers
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Our A00-415 exam questions are related to test standards and are made in the form of actual tests.
NEW QUESTION: 1
You are developing a solution using a Lambda architecture on Microsoft Azure.
The data at test layer must meet the following requirements:
Data storage:
*Serve as a repository (or high volumes of large files in various formats.
*Implement optimized storage for big data analytics workloads.
*Ensure that data can be organized using a hierarchical structure.
Batch processing:
*Use a managed solution for in-memory computation processing.
*Natively support Scala, Python, and R programming languages.
*Provide the ability to resize and terminate the cluster automatically.
Analytical data store:
*Support parallel processing.
*Use columnar storage.
*Support SQL-based languages.
You need to identify the correct technologies to build the Lambda architecture.
Which technologies should you use? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Data storage: Azure Data Lake Store
A key mechanism that allows Azure Data Lake Storage Gen2 to provide file system performance at object storage scale and prices is the addition of a hierarchical namespace. This allows the collection of objects/files within an account to be organized into a hierarchy of directories and nested subdirectories in the same way that the file system on your computer is organized. With the hierarchical namespace enabled, a storage account becomes capable of providing the scalability and cost-effectiveness of object storage, with file system semantics that are familiar to analytics engines and frameworks.
Batch processing: HD Insight Spark
Aparch Spark is an open-source, parallel-processing framework that supports in-memory processing to boost the performance of big-data analysis applications.
HDInsight is a managed Hadoop service. Use it deploy and manage Hadoop clusters in Azure. For batch processing, you can use Spark, Hive, Hive LLAP, MapReduce.
Languages: R, Python, Java, Scala, SQL
Analytic data store: SQL Data Warehouse
SQL Data Warehouse is a cloud-based Enterprise Data Warehouse (EDW) that uses Massively Parallel Processing (MPP).
SQL Data Warehouse stores data into relational tables with columnar storage.
References:
https://docs.microsoft.com/en-us/azure/storage/blobs/data-lake-storage-namespace
https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/sql-data-warehouse-overview-what-is
NEW QUESTION: 2
You have a hybrid Azure Active Directory (Azure AD) tenant and a Microsoft Endpoint Configuration Manager deployment.
You have the devices shown in the following table.
You plan to enable co-management.
You need to identify which devices support co-management without requiring the installation of additional software.
Which devices should you identify?
A. Device1 only
B. Device2 only
C. Device1, Device2, and Device3
D. Device2 and Device3 only
E. Device3 only
Answer: D
NEW QUESTION: 3
What is the difference between a computer virus and a worm?
A. A worm can deposit an illicit server, whereas a virus cannot.
B. A worm can replicate by itself, whereas a virus requires user action to replicate.
C. A virus can deposit an illicit server, whereas a worm cannot.
D. A virus can replicate by itself, whereas a worm requires user action to replicate.
Answer: B
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