Hadoop - Cluster AdministrationWhich Hadoop feature helps in creating point-in-time copies of data for backup?AYARN Resource ManagerBMapReduceCHadoop StreamingDHDFS SnapshotsCheck Answer
Step-by-Step SolutionSolution:Step 1: Identify backup-related Hadoop featuresHDFS Snapshots allow creating point-in-time copies of data.Step 2: Eliminate unrelated featuresMapReduce, YARN, and Streaming are for processing, not backup.Final Answer:HDFS Snapshots -> Option DQuick Check:Backup feature = HDFS Snapshots [OK]Quick Trick: Snapshots capture data state at a moment for backup [OK]Common Mistakes:Confusing MapReduce with backupThinking YARN manages backupsAssuming Streaming creates backups
Master "Cluster Administration" in Hadoop9 interactive learning modes - each teaches the same concept differentlyLearnWhyDeepVisualTryChallengeProjectRecallTime
More Hadoop Quizzes Cluster Administration - Why cluster administration ensures reliability - Quiz 4medium Cluster Administration - Why cluster administration ensures reliability - Quiz 10hard Modern Data Architecture with Hadoop - Migration from Hadoop to cloud-native - Quiz 9hard Modern Data Architecture with Hadoop - Data lake design patterns - Quiz 13medium Modern Data Architecture with Hadoop - Lambda architecture (batch + streaming) - Quiz 6medium Performance Tuning - MapReduce job tuning parameters - Quiz 14medium Performance Tuning - Data serialization (Avro, Parquet, ORC) - Quiz 4medium Performance Tuning - Why tuning prevents slow and failed jobs - Quiz 7medium Security - Audit logging - Quiz 6medium Security - Kerberos authentication - Quiz 1easy