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Exam DP-201 topic 2 question 46 discussion

Actual exam question from Microsoft's DP-201

Question #: 46
Topic #: 2

A company plans to use Apache Spark Analytics to analyze intrusion detection data.
You need to recommend a solution to analyze network and system activities for malicious activities and policy violations. The solution must minimize administrative efforts.
What should you recommend?

A. Azure Data Factory
B. Azure Data Lake Storage
C. Azure Databricks
D. Azure HDInsight

Show Suggested Answer

Suggested Answer: D 🗳️
With Azure HDInsight you can set up Azure Monitor alerts that will trigger when the value of a metric or the results of a query meet certain conditions. You can condition on a query returning a record with a value that is greater than or less than a certain threshold, or even on the number of results returned by a query. For example, you could create an alert to send an email if a Spark job fails or if a Kafka disk usage becomes over 90 percent full.
Reference:
https://azure.microsoft.com/en-us/blog/monitoring-on-azure-hdinsight-part-4-workload-metrics-and-logs/

by suman13 at April 9, 2021, 2:56 p.m.

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suman13

Highly Voted 4 years, 2 months ago

this is typical use case for Azure databricks that can use spark analytics paltform. so the answer should be databricks

upvoted 28 times

rahul_t

4 years, 2 months ago

I agree: https://azure.microsoft.com/es-es/blog/three-critical-analytics-use-cases-with-microsoft-azure-databricks/

upvoted 4 times

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cadio30

4 years, 1 month ago

Second agree with the propose solution

upvoted 1 times

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dakku987

Most Recent 1 year, 6 months ago

Selected Answer: C

Azure Databricks: Azure Databricks is a fast, easy, and collaborative Apache Spark-based analytics platform. It simplifies the deployment and management of Apache Spark clusters, making it an excellent choice for large-scale data processing, including analyzing network and system activities for security purposes. It integrates with various Azure services and provides collaborative notebooks for data scientists and analysts.

upvoted 1 times

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Bhagya123456

3 years, 10 months ago

HDInsight is not in syllabus. So anytime you have a confusion with Databricks and HDInsight better go with Databricks.

upvoted 2 times

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satyamkishoresingh

3 years, 10 months ago

I will go with the databricks for the analytics of intrusion data!

upvoted 2 times

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BobFar

4 years ago

Answer should be Azure databricks. Intrusion detection is one of use case for Azure databricks. https://azure.microsoft.com/es-es/blog/three-critical-analytics-use-cases-with-microsoft-azure-databricks/

upvoted 2 times

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dbdev

4 years, 1 month ago

The answer provided is correct.

upvoted 1 times

Dymize

4 years, 1 month ago

are you sure?

upvoted 1 times

dbdev

4 years ago

nope.. it's Databricks for sure

upvoted 2 times

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