Monte Carlo Simulation Service Virtualization

The patent introduces an intermediary service layer (Monte Carlo simulation service) that mediates between the user and the complex simulation infrastructure. This service handles template management, compute resource coordination, and result aggregation, allowing users to perform accurate Monte Carlo simulations without needing to understand the underlying computational complexity or statistical methods.

The patent extracts the complex infrastructure management, template configuration, and computational resource coordination from the user's responsibility and places it into the simulation service. Users only need to specify high-level parameters, while the service handles the complex details of template management, compute node selection, and simulation execution.

The patent implements preliminary action by pre-configuring simulation templates with all necessary parameters, data source connections, and computational settings. Templates are prepared in advance and stored for reuse, eliminating the need to reconfigure simulations each time they are executed. This allows users to quickly launch new simulations by simply selecting and parameterizing existing templates.

The patent implements universality by creating a multi-functional simulation service that handles template management, compute resource allocation, simulation execution, and result aggregation through a single unified interface. The service can accommodate multiple simulation types and configurations while presenting a consistent, simplified interface to users, thereby improving productivity without exposing users to the underlying complexity.