Abstract: A facility for processing data update messages is described. The facility establishes a plurality of units of execution each for executing data update message processing code. The facility receives data update messages from a plurality of sending devices, and assigns each received data update message to a unit of execution without regard for which sending device it was received from. In each unit of execution, the facility executes the code to process the received data update messages to which it is assigned.

Abstract: An apparatus is provided for extending a data model. The apparatus may include at least one memory and at least one processor configured to provide information to a queue responsive to detection of new data associated with a user or an encounter or detection of modified data associated with the user or encounter. The processor is also configured to identify a pattern(s) based on analyzing the information in the queue. The information includes content of the new data or the modified data. The patterns include instructions specifying a calculation(s) for execution based on usage of the new data or the modified data. The processor is also configured to provide results of the calculation(s) to a database to enable access of the results by an application(s) or a communication device(s) responsive to executing a pattern(s) and determining the results of the calculation. Corresponding computer program products and methods are also provided.