do amazon employees get discounts - In some cases, **Spark and Hadoop** can even be used together in a complementary fashion. For example, you might use Hadoop's HDFS for storing your data and then use Spark to process it. This approach allows you to leverage the strengths of both frameworks – Hadoop's storage capabilities and Spark's processing speed. The decision ultimately depends on your specific needs, but understanding the strengths and weaknesses of each framework will help you make the right choice. Hadoop is ideal for large-scale batch processing, while Spark is better suited for real-time, iterative, and complex analytics.
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