Endpoint data collection in battery and data constrained environments

A computer-implemented method comprising:

• receiving, by a monitoring system that is configured to monitor a property, multiple sensor reports from sensors at the property, wherein each sensor report describes sensor data generated by a respective sensor monitoring the property;
• analyzing, by the monitoring system, the multiple sensor reports from the sensors at the property;
• based on analyzing, by the monitoring system, the multiple sensor reports from the sensors at the property, determining, by the monitoring system, that a high priority event occurred at the property;
• aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message,
• wherein aggregating comprises;
• identifying, by the monitoring system, patterns in the multiple sensor reports from the sensors at the property;
• and
• compressing, by the monitoring system, using one or more data compression techniques the multiple sensor reports into a report message;
• in response to determining that the high priority event occurred at the property, communicating the aggregated sensor report message to a monitoring server;
• and
• communicating, by the monitoring server, to a user device of a resident of the property, a notification indicating that a high priority event occurred at the property.