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Exam DP-300 topic 3 question 10 discussion

Actual exam question from Microsoft's DP-300
Question #: 10
Topic #: 3
[All DP-300 Questions]

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

  • A. Azure Data Lake Storage
  • B. Azure Databricks
  • C. Azure HDInsight
  • D. Azure Data Factory
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️

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ss1516
Highly Voted 2 years, 6 months ago
Azure Databricks is correct. Minimize admon effort is a key word.
upvoted 10 times
VinayakBudapanahalli
2 years, 4 months ago
Check this out Azure HDInsight offers pre-made, monitoring dashboards in the form of solutions that can be used to monitor the workloads running on your clusters. There are solutions for Apache Spark, Hadoop, Apache Kafka, live long and process (LLAP), Apache HBase, and Apache Storm available in the Azure Marketplace. Please see our documentation to learn how to install a monitoring solution. These solutions are workload-specific, allowing you to monitor metrics like central processing unit (CPU) time, available YARN memory, and logical disk writes across multiple clusters of a given type. Selecting a graph takes you to the query used to generate it, shown in the logs view.
upvoted 5 times
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VinayakBudapanahalli
Highly Voted 2 years, 4 months ago
Selected Answer: C
HDInsight monitoring solutions Azure HDInsight offers pre-made, monitoring dashboards in the form of solutions that can be used to monitor the workloads running on your clusters. There are solutions for Apache Spark, Hadoop, Apache Kafka, live long and process (LLAP), Apache HBase, and Apache Storm available in the Azure Marketplace. Please see our documentation to learn how to install a monitoring solution. These solutions are workload-specific, allowing you to monitor metrics like central processing unit (CPU) time, available YARN memory, and logical disk writes across multiple clusters of a given type. Selecting a graph takes you to the query used to generate it, shown in the logs view.
upvoted 5 times
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ofzrgrz
Most Recent 8 months, 3 weeks ago
DP-203 question, you can skip.
upvoted 2 times
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Ciupaz
1 year, 7 months ago
Azure DataBricks are not part of the DP-300 exam.
upvoted 2 times
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GigaCaster
1 year, 11 months ago
Believe the answer is correct as they state that we need to analyze the already acquired Intrusion detection data and not get it
upvoted 2 times
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eric0718
2 years, 1 month ago
Selected Answer: B
Intrusion detection is needed to monitor network or system activities for malicious activities or policy violations and produces electronic reports to a management station. Intrusion detection is needed to monitor network or system activities for malicious activities or policy violations and produces electronic reports to a management station.
upvoted 2 times
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cusman
2 years, 2 months ago
I believe this is a DP-203 question and outside the scope of DP-300
upvoted 1 times
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reachmymind
2 years, 2 months ago
Selected Answer: B
B. Azure Databricks The key point is "The solution must minimize administrative efforts."
upvoted 2 times
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reachmymind
2 years, 2 months ago
Selected Answer: B
B. Azure Databricks https://pages.databricks.com/rs/094-YMS-629/images/FY18_AA_Databricks_e-book_FINAL_032018.pdf Step 1: Ingest Intrusion detection system Data to Notebook Step 2: Enrich the Data to Get Additional Insights to IDS Dataset Step 3: Explore IDS Data by Capturing the Type of Attacks on the Network Step 4: Visualization Step 5: Model Creation
upvoted 2 times
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yster
2 years, 2 months ago
Selected Answer: B
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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o2091
2 years, 6 months ago
Is B correct?
upvoted 2 times
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C (25%)
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