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NEW QUESTION: 1
You develop data engineering solutions for a company.
A project requires an in-memory batch data processing solution.
You need to provision an HDInsight cluster for batch processing of data on Microsoft Azure.
How should you complete the PowerShell segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: New-AzStorageContainer
# Example: Create a blob container. This holds the default data store for the cluster.
New-AzStorageContainer `
-Name $clusterName `
-Context $defaultStorageContext
$sparkConfig = New-Object "System.Collections.Generic.Dictionary``2[System.String,System.String]"
$sparkConfig.Add("spark", "2.3")
Box 2: Spark
Spark provides primitives for in-memory cluster computing. A Spark job can load and cache data into memory and query it repeatedly. In-memory computing is much faster than disk-based applications than disk-based applications, such as Hadoop, which shares data through Hadoop distributed file system (HDFS).
Box 3: New-AzureRMHDInsightCluster
# Create the HDInsight cluster. Example:
New-AzHDInsightCluster `
-ResourceGroupName $resourceGroupName `
-ClusterName $clusterName `
-Location $location `
-ClusterSizeInNodes $clusterSizeInNodes `
-ClusterType $"Spark" `
-OSType "Linux" `
Box 4: Spark
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.
References:
https://docs.microsoft.com/bs-latn-ba/azure/hdinsight/spark/apache-spark-jupyter-spark-sql-use-powershell
https://docs.microsoft.com/bs-latn-ba/azure/hdinsight/spark/apache-spark-overview

NEW QUESTION: 2
개발자는 Amazon S3 버킷에서 객체의 주요 접두사 및 스토리지 크기를 시각화하기 위해 실시간 대시 보드 웹 애플리케이션을 구축하라는 요청을 받았습니다. Amazon DynamoDB는 Amazon S3 메타 데이터를 저장하는 데 사용됩니다.
Amazon S3 버킷의 객체 상태에 따라 실시간 대시 보드를 최신 상태로 유지하기 위한 최적의 가장 비용 효율적인 디자인은 무엇입니까?
A. Lambda 함수가 지원하는 Amazon S3 이벤트 알림을 사용하여 메타 데이터를 DynamoDB에 유지합니다. 웹 애플리케이션이이 변경 사항을 반영하도록 DynamoDB 테이블을 폴링하도록 합니다.
B. Amazon EC2 인스턴스 내에서 cron 작업을 실행하여 Amazon S3 내의 모든 객체를 나열하고 메타 데이터를 DynamoDB에 유지합니다. 웹 애플리케이션이이 변경 사항을 반영하도록 DynamoDB 테이블을 폴링하도록 합니다.
C. AWS Lambda 함수가 지원하는 Amazon CloudWatch 이벤트를 사용하십시오. Amazon S3 API 호출을 실행하여 모든 Amazon S3 객체 목록을 가져오고 DynamoDB 내에 메타 데이터를 유지하십시오. 웹 애플리케이션이이 변경 사항을 반영하도록 DynamoDB 테이블을 폴링하도록 합니다.
D. 새로운 Amazon EMR 클러스터를 생성하여 Amazon S3 객체에 대한 모든 메타 데이터를 가져옵니다. 메타 데이터를 DynamoDB에 유지합니다. 웹 애플리케이션이이 변경 사항을 반영하도록 DynamoDB 테이블을 폴링하도록 합니다.
Answer: A

NEW QUESTION: 3
You develop an entertainment application where users can buy and trade virtual real estate. The application must scale to support thousands of users.
* The current architecture includes five Azure virtual machines (VM) that connect to an Azure SQL Database for account information and Azure Table Storage for backend services. A user interacts with these components in the cloud at any given time.
* * Routing Service - Routes a request to the appropriate service and must not persist data across sessions.
* * Account Service - Stores and manages all account information and authentication and requires data to persist across sessions
* * User Service - Stores and manages all user information and requires data to persist across sessions.Housing Network Service - Stores and manages the current real-estate economy and requires data to persist across sessions.
* Trade Service - Stores and manages virtual trade between accounts and requires data to persist across sessions.
Due to volatile user traffic, a microservices solution is selected for scale agility.
You need to migrate to a distributed microservices solution on Azure Service Fabric.
Solution: Deploy a Windows container to Azure Service Fabric for each component.
Does the solution meet the goal?
A. No
B. Yes
Answer: A