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What are the features and characteristics of Apache Spark?



What are the features and characteristics of Apache Spark?..

Answer / Ashutosh Tiwari

Apache Spark features include: (1) High Performance: It can process large datasets faster than other big data processing systems. (2) Scalability: It can handle petabytes of data and run on thousands of nodes. (3) Integration: It provides APIs for various programming languages and integrates with Hadoop, HDFS, Cassandra, etc. (4) Fault Tolerance: Data is automatically replicated, and computation is re-executed to ensure data integrity when a failure occurs. (5) Real-Time Processing: It provides Spark Streaming for processing live data streams.

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