Interactive model performance monitoring

A method comprising one or more processing devices performing operations comprising:

• detecting data movement of a first dated, stored archive produced by a statistical modeling system;
• generating, responsive to detecting the data movement, a trigger event indicating that the first dated, stored archive is written to a non-transitory computer-readable medium;
• responsive to the trigger event, extracting historical data, scores, and attributes from a statistical analysis performed on information in the first dated, stored archive;
• determining, one or more standardized flags based on the historical data, scores, and attributes;
• calculating, via in-memory processing, performance metrics based at least in part on (i) the historical data, scores, and attributes being read into a managed portion of random access memory (RAM) for the in-memory processing and (ii) the one or more standardized flags, the performance metrics indicating performance of the statistical modeling system that produced the first dated, stored archive;
• interactively presenting segmented data from at least one file with a predefined layout to a user through a graphical user interface (GUI);
• and
• responsive to an additional trigger event indicating that a second dated, stored archive produced by the statistical modeling system is written to the non-transitory computer-readable medium, updating the segmented data being presented to the user based on information in the second dated, stored archive.

A non-transitory computer-readable medium having program code that is executable by a processing device to cause a server system to perform operations, the operations comprising:

• detecting data movement of a first dated, stored archive produced by a statistical modeling system;
• generating, responsive to detecting the data movement, a trigger event indicating that the first dated, stored archive is written to the non-transitory computer-readable medium;
• responsive to the trigger event, extracting historical data, scores, and attributes from a statistical analysis performed on information in the first dated, stored archive;
• determining, one or more standardized flags based on the historical data, scores, and attributes;
• calculating, via in-memory processing, performance metrics based at least in part on (i) the historical data, scores, and attributes being read into a managed portion of random access memory (RAM) for the in-memory processing and (ii) the one or more standardized flags, the performance metrics indicating performance of the statistical modeling system that produced the first dated, stored archive;
• interactively presenting segmented data from at least one file with a predefined layout to a user through a graphical user interface (GUI);
• and
• responsive to an additional trigger event indicating that a second dated, stored archive produced by the statistical modeling system is written to the non-transitory computer-readable medium, updating the segmented data being presented to the user based on information in the second dated, stored archive.