Abstract: Systems and methods for modulating content to effect state change are described. A state control system initiates a process for modulating output objects to effect one or more changes in a state profile associated with a user device. The system queries for historical data associated with the user device; determines whether any historical data is identified for user device and in response to determining that historical data is found predicts a current state profile associated with the user device. The system further collects real-time sensor data associated with user device; filters and normalizes the sensor data; and delivers a plurality of output objects to the user device or secondary device(s) based on real-time sensor data.

Abstract: A system performance monitor displays the performance of a system that carries out one or more tasks. The monitor has a front end including an input and output device, a back end, and one or more subsystem schema databases for storing data about said tasks. The system that carries out the tasks has subsystem schemas that have members that carry out the tasks. The records of each database are indexed by the members of the corresponding subsystem schemas. When a user selects a member of a subsystem schema, the back end retrieves the records from the database using the member index. After the records are retrieved, they are formatted to be graphically displayed on the output device. The graphical display may be a time-cloud scatter plot where each data point is located according to the start time and end time of a particular task in the retrieved records.