Pepperdata products provide observability and continuous tuning for the big data analytics stack. The Pepperdata solution provides full-stack visibility for troubleshooting, debugging and planning. The solution continuously tunes the stack for optimal performance, both on-premises and in the cloud. This helps IT maintain business continuity, ensure that applications and workloads meet SLAs and track resource usage and spend for clear accountability. Unlike solutions that require manual, time-consuming application-by-application tuning, Pepperdata automatically scales system resources while providing a correlated understanding of each application using hundreds of real-time application and infrastructure metrics.