A Systematic Overview of Caching Mechanisms to Improve Hadoop Performance

ABSTRACT In today's distributed computing environments, the rapid generation of large‐scale data from diverse sources poses significant challenges in terms of storage, management, and processing, particularly for traditional relational databases. Hadoop has emerged as a widely adopted framework for handling such data through parallel processing across distributed clusters. Despite its advantages in scalability, flexibility, and fault tolerance, …