Apache Spark is an open-source framework for large-scale data processing. It provides interactive processing, real-time stream processing, batch processing, and in-memory processing at very fast speeds. Spark's key feature is its in-memory cluster computing, which increases data processing speeds. Spark is widely used for big data analysis across industries like security, gaming, travel, finance, e-commerce, and healthcare.