Computer software for scaling and improving the performance of web-based systems, namely, database management software and data caching software for storing and retrieving unstructured, semi-structured and structured data on storage media, namely, memory, solid state drives and magnetic disk media; and supporting computer software for enabling monitoring, optimization and troubleshooting of a cluster of computers running such database management and data caching software