Systems and methods for processing inter-dependent data for risk modelling and analysis

A computer system for processing data items stored in a memory, the system comprising a non-transitory computer readable medium having one or more instructions, that when executed by at least one processor, cause the at least one processor to:

• identify at least a first set of data elements in a first data structure having a dependency on a second set of data elements in the first data structure;
• generate a first array data item from the first set of data elements and the second set of data elements;
• determine, executing the first array data item on a first processing node of a plurality of distributed processing nodes, one or more values of the first array data item based at least in part on the dependency;
• responsive to determining an allocation of the one or more values of the first array data item to the first processing node and one or more values of a second array data item to a second processing node of the plurality of distributed processing nodes according to the dependency;
• convert the first array data item with the determined one or more values into the second array data item;
• and
• transform the first array data item or the second array data item into a plurality of key-value pairs and mapping the plurality of key-value pairs into a second data structure having a data arrangement corresponding to the first data structure.

A system for processing data items stored in a memory, the system comprising:

• at least one processor configured to:
• identify at least a first set of data elements in a first data structure having a dependency on a second set of data elements in the first data structure;
• generate a first array data item from the first set of data elements and the second set of data elements;
• determine, executing the first array data item on a first processing node of a plurality of distributed processing nodes, one or more values of the first array data item based at least in part on the dependency;
• responsive to determining an allocation of the one or more values of the first array data item to the first processing node and one or more values of a second array data item to a second processing node of the plurality of distributed processing nodes according to the dependency;
• convert the first array data item with the determined one or more values into the second array data item;
• and
• transform the first array data item or the second array data item into a plurality of key-value pairs and mapping the plurality of key-value pairs into a second data structure having a data arrangement corresponding to the first data structure.