Java has established itself as a powerful language for developing big data applications due to its robustness, scalability, and extensive ecosystem. One of the primary ways to leverage Java in big data is through its integration with popular frameworks like Apache Hadoop and Apache Spark. These frameworks allow developers to process massive datasets efficiently. Java's strong multithreading capabilities enable parallel processing, which is crucial for handling large volumes of data in real-time.

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