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NEW QUESTION: 1
You need to develop a pipeline for processing dat
a. The pipeline must meet the following requirements.
* Scale up and down resources for cost reduction.
* Use an in-memory data processing engine to speed up ETL and machine learning operations.
* Use streaming capabilities.
* Provide the ability to code in SQL, Python, Scala, and R.
* Integrate workspace collaboration with Git.
What should you use?
A. Azure SQL Data Warehouse
B. HDInsight Spark Cluster
C. HDInsight Hadoop Cluster
D. Azure Stream Analytics
Answer: B
Explanation:
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
You can create an HDInsight Spark cluster using an Azure Resource Manager template. The template can be found in GitHub.
References:
https://docs.microsoft.com/en-us/azure/architecture/data-guide/technology-choices/batch-processing

NEW QUESTION: 2

A. Option B
B. Option D
C. Option C
D. Option A
Answer: B
Explanation:
References:
https://docs.microsoft.com/en-us/azure/load-balancer/load-balancer-overview

NEW QUESTION: 3
Identify the missing word in the following sentence.
A project's [ ? ] are the measurable improvements resulting from the outcomes achieved through the use of the project's outputs.
A. dis-benefits
B. risks
C. issues
D. benefits
Answer: D
Explanation:
Explanation
A Benefit is the measurable improvement resulting from an outcome that is perceived as an advantage by one or more stakeholders.
Reference http://p2.tech-academy.co.uk