AI-100 · Question #38
You plan to design a solution for an Al implementation that uses data from loT devices. You need to recommend a data storage solution for the loT devices that meets the following requirements…
The correct answer is D. a Microsoft Azure HDInsight Hadoop cluster. You can use HDInsight to process streaming data that's received in real time from a variety of Internet of Things (IoT) You can use HDInsight to build applications that extract critical insights from data. You can also use Azure Machine Learning on top of that to predict future…
Question
You plan to design a solution for an Al implementation that uses data from loT devices. You need to recommend a data storage solution for the loT devices that meets the following requirements:
- Allow data to be queried in real-time as it streams into the
solution.
- Provide the lowest amount of latency for loading data into the
solution. What should you include in the recommendation?
Options
- Aa Microsoft Azure SQL database that has In-Memory OLTP enabled
- Ba Microsoft Azure HDInsight R Server cluster
- Ca Microsoft Azure Table Storage solution
- Da Microsoft Azure HDInsight Hadoop cluster
How the community answered
(31 responses)- A3% (1)
- B6% (2)
- C10% (3)
- D81% (25)
Explanation
You can use HDInsight to process streaming data that's received in real time from a variety of Internet of Things (IoT) You can use HDInsight to build applications that extract critical insights from data. You can also use Azure Machine Learning on top of that to predict future trends for your business. By combining enterprise-scale R analytics software with the power of Apache Hadoop and Apache Spark, Microsoft R Server for HDInsight gives you the scale and performance you need. Multi- threaded math libraries and transparent parallelization in R Server handle up to 1000x more data and up to 50x faster speeds than open-source R, which helps you to train more accurate models for better predictions. https://docs.microsoft.com/en-us/azure/hdinsight/hadoop/apache-hadoop-introduction
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