rs-sim

This rust codebase is for running discrete event simulations

Functionality

• parallelised execution engine, operating within local memory constraints

• core discrete event simulation engine

• file i/o management (parquet)

• result aggregation systems

  • summarise total events per timestep across all simulations

  • the same, but using a converted target value (e.g. replacement cost / asset value etc.)

  • profile values across each timestep within each iteration

• event constraint engine - apply a (financial) constraint to results, reallocating events to prevent breaching the timestep limit

Dependencies

• ndarray-rand : random number management
• rayon : parallel processing implementation
• polars : dataframe operations & parquet file i/o management

To Do

1. Implement testing

2. Run time optimisation

3. In year risk modelling - unconstrained demand vs. constrained 'reality'