Endpoint data collection in battery and data constrained environments

1. 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;

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; and

in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server.

2. The computer-implemented method of claim 1 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including a timestamp for a first entry; and

including a time offset from the timestamp for each other entry included in the aggregated sensor report message.

3. The computer-implemented method of claim 1 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

grouping the sensor reports from a particular sensor; and

including a single identifier for the group to indicate the sensor reports in the group are from the particular sensor.

4. The computer-implemented method of claim 1 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

labeling the sensor reports with a shortened unique identifier for the particular sensor; and

including an indication that the shortened unique identifier corresponds to a complete unique identifier for the particular sensor.

5. The computer-implemented method of claim 1 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including a base value for temperature; and

including a delta from the base value for entry for temperature included in the aggregated sensor report message.

6. The computer-implemented method of claim 1 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including an initial temperature value for a first entry; and

including a delta from the initial temperature value for the other entries for temperature.

7. The computer-implemented method of claim 1 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

comparing a number of sensor reports to a sensor report threshold;

determining that the number of sensor reports exceeds the sensor report threshold; and

based on determining that the number of sensor reports exceeds the sensor report threshold, communicating the aggregated sensor report message to the monitoring server.

8. The computer-implemented method of claim 1 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

determining that a predetermined period of time has elapsed from the time of communicating a prior aggregated sensor report message to the monitoring server; and

based on determining that a predetermined period of time has elapsed from the time of communicating the prior aggregated sensor report message to the monitoring server, communicating the aggregated sensor report message to the monitoring server.

9. The computer-implemented method of claim 1 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

comparing a size of the aggregated sensor report to a buffer size threshold;

determining that the size of the aggregated sensor report exceeds the buffer size threshold; and

based on determining that the size of the aggregated sensor report exceeds the buffer size threshold, communicating the aggregated sensor report message to the monitoring server.

10. A system comprising:

one or more computers; and

memory storing instructions that, upon being executed by the one or more computers, cause the one or more computers to perform operations 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;

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; and

in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server.

11. The system of claim 10 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including a timestamp for a first entry; and

including a time offset from the timestamp for each other entry included in the aggregated sensor report message.

12. The system of claim 10 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

grouping the sensor reports from a particular sensor; and

including a single identifier for the group to indicate the sensor reports in the group are from the particular sensor.

13. The system of claim 10 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

labeling the sensor reports with a shortened unique identifier for the particular sensor; and

including an indication that the shortened unique identifier corresponds to a complete unique identifier for the particular sensor.

14. The system of claim 10 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including a base value for temperature; and

including a delta from the base value for entry for temperature included in the aggregated sensor report message.

15. The system of claim 10 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including an initial temperature value for a first entry; and

including a delta from the initial temperature value for the other entries for temperature.

16. The system of claim 10 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

comparing a number of sensor reports to a sensor report threshold;

determining that the number of sensor reports exceeds the sensor report threshold; and

based on determining that the number of sensor reports exceeds the sensor report threshold, communicating the aggregated sensor report message to the monitoring server.

17. The system of claim 10 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

determining that a predetermined period of time has elapsed from the time of communicating a prior aggregated sensor report message to the monitoring server; and

based on determining that a predetermined period of time has elapsed from the time of communicating the prior aggregated sensor report message to the monitoring server, communicating the aggregated sensor report message to the monitoring server.

18. The system of claim 10 , wherein in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server comprises:

comparing a size of the aggregated sensor report to a buffer size threshold;

determining that the size of the aggregated sensor report exceeds the buffer size threshold; and

based on determining that the size of the aggregated sensor report exceeds the buffer size threshold, communicating the aggregated sensor report message to the monitoring server.

19. A computer-readable storage device storing instructions that, upon execution by one or more processors, cause the one or more processors to perform operations 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;

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; and

in response to determining that a reporting criteria has been satisfied, communicating the aggregated sensor report message to a monitoring server.

20. The device of claim 19 , wherein aggregating, by the monitoring system, the multiple sensor reports into an aggregated sensor report message comprises:

including a timestamp for a first entry; and

including a time offset from the timestamp for each other entry included in the aggregated sensor report message.