In the Hadoop ecosystem, ____ plays a critical role in managing and monitoring Hadoop clusters.

  • Ambari
  • Oozie
  • Sqoop
  • ZooKeeper
Ambari plays a critical role in managing and monitoring Hadoop clusters. It provides an intuitive web-based interface for administrators to configure, manage, and monitor Hadoop services, ensuring the health and performance of the entire cluster.
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