Cloud computing is a crucial technology trend that offers cost-effective virtualization of computational resources. It's ideal for processing large datasets, but traditional parallel computing methods like MapReduce were designed for static environments. This study explores how implementing MapReduce in cloud computing can significantly boost performance and efficiency, improving ...