1. A method for processing large data and analysis requests, said method comprising the following acts: acquiring data in real-time from one or more application data sources by a data processing pneuron, said data processing pneuron configured for operating under control of a computer program product, said computer program product comprising a computer program; transforming said data into self-describing ASCII disk cache files by said data processing pneuron; distributing said disk cache files across one or more servers or virtual machines by an adaptor cache pneuron; allowing access to said distributed disk cache files by participating applications, wherein said applications are configured to perform operations on said distributed disk data; and removing said disk cache files automatically using a high-low disk evaluation model to remove said distributed disk cache files based on server disk utilization and automatic evaluation aging for said distributed disk cache files.