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Explain the key highlights of Apache Spark?

Question Posted / Suneeta Kumari

Answer Posted / Suneeta Kumari

Apache Spark is a fast and general-purpose cluster computing system. Some key highlights include:nn1. Speed: Spark provides up to 100x faster in-memory data processing compared to Hadoop MapReduce.n2. Ease of Use: Spark supports multiple programming languages - Scala, Python, Java, and R.n3. API Richness: Spark provides a comprehensive set of APIs for data processing tasks such as SQL (Spark SQL), machine learning (MLlib), and graph processing (GraphX).n4. Flexibility: Spark can run on Hadoop, Mesos, standalone, or in the cloud.n5. Real-time Streaming: With its DStream API, Spark can handle real-time data streaming from various sources.

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