Apache Hadoop is an open-source software framework established in 2005 for big data processing, offering storage flexibility, low cost, scalability, data protection, and computing power. The document notes that 61% of organizations are planning to implement Hadoop, with projected worldwide sales reaching $50.2 billion by 2020. It lists various sectors, including finance, retail, and education, that utilize Hadoop in their operations.