When testing a Hadoop application's performance under different data loads, which library provides the best framework?

Apache Hadoop YARN (Yet Another Resource Negotiator) is the framework responsible for managing resources and job scheduling in Hadoop clusters. It provides an efficient and scalable framework for testing Hadoop application performance under varying data loads by dynamically allocating resources based on workload requirements.