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Designing and Implementing a Data Science Solution on Azure
- Exam Number/Code : DP-100
- Exam Name : Designing and Implementing a Data Science Solution on Azure
- Questions and Answers : 213 Q&As
- Update Time: 2019-01-10
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NEW QUESTION: 1
You are a data engineer implementing a lambda architecture on Microsoft Azure. You use an open-source big data solution to collect, process, and maintain data. The analytical data store performs poorly.
You must implement a solution that meets the following requirements:
* Provide data warehousing
* Reduce ongoing management activities
* Deliver SQL query responses in less than one second
You need to create an HDInsight cluster to meet the requirements.
Which type of cluster should you create?
A. Apache Spark
B. Apache HBase
C. Interactive Query
D. Apache Hadoop
Answer: A
Explanation:
Lambda Architecture with Azure:
Azure offers you a combination of following technologies to accelerate real-time big data analytics:
* Azure Cosmos DB, a globally distributed and multi-model database service.
* Apache Spark for Azure HDInsight, a processing framework that runs large-scale data analytics applications.
* Azure Cosmos DB change feed, which streams new data to the batch layer for HDInsight to process.
Note: Lambda architecture is a data-processing architecture designed to handle massive quantities of data by taking advantage of both batch processing and stream processing methods, and minimizing the latency involved in querying big data.
References:
https://sqlwithmanoj.com/2018/02/16/what-is-lambda-architecture-and-what-azure-offers-with-its-new-cosmos-db/
NEW QUESTION: 2
CORRECT TEXT
In an xinetd config file, which attribute specifies the network address that will be used to offer the service?
Answer:
Explanation:
bind
interface
NEW QUESTION: 3
Which of the following statements is correct regarding the assessment of risk in the annual audit planning process?
1. Activities requested by management should be considered higher risk than those requested by the audit committee.
2. Activities with lower budgets can be as high risk as those with higher budgets.
3. The potential financial or adverse exposure should always be considered in the assessment of risk.
A. 2 only
B. 2 and 3 only
C. 3 only
D. 1 only
Answer: B