Hadoop - Cluster AdministrationWhy does Cloudera Manager use both active and passive monitoring methods for Hadoop services?ABecause passive monitoring is faster than active monitoringBBecause active monitoring only works for YARN servicesCTo avoid monitoring NameNode and DataNode simultaneouslyDTo balance real-time alerts with resource usage efficiencyCheck Answer
Step-by-Step SolutionSolution:Step 1: Understand active vs passive monitoringActive monitoring queries services directly; passive collects data from logs or agents.Step 2: Reason why both are usedCombining both provides timely alerts and reduces load on cluster resources.Step 3: Eliminate incorrect optionsPassive is not always faster, monitoring all nodes is needed, active monitoring is not limited to YARN.Final Answer:To balance real-time alerts with resource usage efficiency -> Option DQuick Check:Active + passive = balance alerts and efficiency [OK]Quick Trick: Use both monitoring types for balance and efficiency [OK]Common Mistakes:Thinking passive is always fasterAssuming monitoring excludes some services
Master "Cluster Administration" in Hadoop9 interactive learning modes - each teaches the same concept differentlyLearnWhyDeepVisualTryChallengeProjectRecallTime
More Hadoop Quizzes Cluster Administration - Backup and disaster recovery - Quiz 5medium Modern Data Architecture with Hadoop - Hadoop in cloud (EMR, Dataproc, HDInsight) - Quiz 11easy Modern Data Architecture with Hadoop - Migration from Hadoop to cloud-native - Quiz 7medium Performance Tuning - Small files problem and solutions - Quiz 3easy Performance Tuning - Data serialization (Avro, Parquet, ORC) - Quiz 8hard Performance Tuning - Data serialization (Avro, Parquet, ORC) - Quiz 7medium Performance Tuning - Memory and container sizing - Quiz 3easy Security - Kerberos authentication - Quiz 7medium Security - Why Hadoop security protects sensitive data - Quiz 9hard Security - HDFS encryption at rest - Quiz 1easy