Walmart Inc.
Systems and methods for real-time data processing, monitoring, and alerting

Abstract:

Large quantities of stored data from a plurality of sources, as well as large quantities of incoming real-time data that may also be coming from a plurality of sources, can be compared by pre-modeling, indexing, and aggregating data prior to conducting the comparison. A system can include a monitoring and alerting agent, an interactive visualization agent, and a machine learning agent to provide up-to-date transaction-level, store-level, and customer-level alerting and attribution.