ENTERPRISE-SCALABLE MODEL-BASED ANALYTICS

摘要

Enterprise-scalable model-based analytics systems are disclosed. One example system may organize an analytic process in the form of an analytic model containing interconnected functional components, with each functional component containing a specific algorithm or analysis technique for fetching, manipulating, or analyzing data. A user may generate an analytic model designed to perform a desired analytic process by placing sub-analytic models and/or functional components in a particular configuration within a graphical user interface by dragging and dropping the sub-analytic models and/or functional components. The resulting process represented by the analytic model may depend on the sub-analytic models and/or functional components within the analytic model and the way they are interconnected. The resulting analytic model may be saved and distributed to other users for use and/or modification.

主权项

1. A system for performing analytics, the system comprising:
a server for receiving an analytic model comprising a plurality of interconnected functional components, wherein the functional component are associated with processes to be performed, and wherein the server is configured to:
receive, from a user device, the analytic model;validate connections between the plurality of functional components of the analytic model;schedule execution of the processes associated with the plurality of functional components based on the connections between the plurality of functional components; andexecute the processes associated with the plurality of functional components based on the scheduling.