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Top 5 Big Data Frameworks to learn in 2021: Apache Hadoop, Apache Spark, Flink, Storm, and Hive. Amazon, eBay, Netflix, NASA JPL, and Yahoo all use Big Data frameworks (like Spark) to quickly extract meaning from massive data sets. Apache Spark is a fast, in-memory data processing engine with elegant and expressive development APIs. Apache Storm is a framework that is focused on working with a large flow of data in real-time. Apache Hive is a Big Data Analytics framework that was created by Facebook to combine the scalability of one of the most popular.