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Yes, Apache Spark can operate independently from Hadoop. Spark can run on its own cluster manager, such as Mesos, or can be run in standalone mode without any cluster manager. Additionally, Spark can integrate with various data sources, including Hadoop Distributed File System (HDFS), but it is not mandatory for Spark to work with Hadoop.