Terracotta Ehcache is a widely-used in-memory caching solution that enhances application performance by storing frequently accessed data. It offers a simple, flexible framework for caching objects while providing scalability and dependency management, allowing developers to optimize data retrieval and improve the responsiveness of big data applications.