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You use YARN to manage the resources for a Spark Thrift Server running on a Linux-based Apache Spark cluster in Azure HDInsight. You discover that the cluster does not fully utilize the resources. You want to increase resource allocation. You need to increase the number of executors and the allocation of memory to the Spark Thrift Server driver. Which two parameters should you modify? Each correct answer presents part of the solution. A. xecutors B. C. ry D. spark_thrift_cmd_opts E. ances Correct Answer: AC
You are configuring the Hive views on an Azure HDInsight cluster that is configured to use Kerberos. You plan to use the YARN logs to troubleshoot a query that runs against Apache Hadoop. You need to view the method, the service, and the authenticated account used to run the query. Which method call should you view in the YARN logs? A. HQL B. WebHDFS C. HDFS C* API D. Ambari RESR API Correct Answer: D
You have an Azure HDInsight cluster. You need to store data in a file format that maximizes compression and increases read performance. Which type of file format should you use? A. ORC B. Apache Parquet C. Apache Avro D. Apache Sequence Correct Answer: A
You have an Apache Hadoop cluster in Azure HDInsight that has a head node and three data nodes. You have a MapReduce job. You receive a notification that a data node failed. You need to identify which component cause the failure. Which tool should you use? A. JobTracker B. TaskTracker C. ResourceManager D. ApplicationMaster Correct Answer: C
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