SYSTEMS AND METHODS FOR ATTRIBUTING VALUE TO DATA ANALYTICS-DRIVEN SYSTEM COMPONENTS

Values are attributed to components of a data analytics-driven system by representing the system as a computational graph. The computational graph embodies a function that takes one or more inputs and produces an output, and each component of the system is represented as a subgraph of the computational graph. A usage metric is calculated for each component of the system by determining whether the output of the function of the system is affected by the component. A utility metric is also calculated for each component of the system. Based on the calculated component usage metrics and utility metrics, respective value are allocated to the system components.