Jumbune is an open-source project to optimize both Yarn (v2) and older (v1) Hadoop based solutions. It's a Linux based framework to assist in fault free analytic solution development, data quality validation and efficient cluster utilization. Jumbune can decoupled from the Hadoop cluster & run on a separate machine. Being a generic implementation, Jumbune can work with almost all major Hadoop distributions.