Data Engineering, Data Engineer, Programming, Machine Learning, Apache Spark.
scrambling during join operations, particularly when one dataset is much smaller than the other. Partitioning Strategy: Use appropriate partitioning algorithms (e.g., repartition(), partitionBy()) to align datasets before joining operations, therefore decreasing data movement across the network.