21DS61 Dayananda Sagar University • CSE — Data Science (Semester 6)

Big Data Analytics with Apache Spark

💡 DSU Exam Strategy & Guidance

Hadoop Ecosystem (HDFS, MapReduce), Apache Spark Architecture, RDD Transformations vs Actions, Spark SQL, and Spark Streaming.

High-Yield Passing Strategy: Explain Spark Master-Worker architecture, DAG execution engine, and write sample PySpark code for word count.
Most Repeated Question Topics:
Spark RDD (Transformations vs Actions & Lazy Evaluation)HDFS Architecture (NameNode, DataNode, Secondary NameNode)Spark SQL DataFrames & Optimization (Catalyst Optimizer)MapReduce WordCount Execution Flow

📄 Previous Year Question Papers (1)

END_SEM • 2024

End Semester Exam 2024

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