Chameleon: Expanding Open-Source Ambari for HPC
Explore a conference talk detailing the Chameleon project, which expands Apache Ambari for High Performance Computing (HPC) environments. Learn about the convergence of HPC and big data processing, and how Chameleon addresses the growing demand for advanced data processing capabilities in scientific computing. Discover the project's key features, including Lustre filesystem management, HPC resource monitoring for GPUs and Infiniband, and enhanced YARN application monitoring using Linux performance tools. Gain insights into the motivation behind Chameleon, its architecture for Hadoop-on-Lustre execution, and the implementation of dynamic metrics management. Understand how Chameleon streamlines HPC-based big data platform operations and management through its dynamic dashboard, bridging the gap between traditional HPC simulations and modern big data analytics.