Determining qualified devices using zone information
Determining qualified devices using zone information is disclosed. Traffic data associated with the presence of a set of devices at a location is received. At least some of the devices included in the set are qualified as qualified devices. A set of sessions associated with at least some of the qualified devices is crated. Information associated with the set of sessions is provided as output.
1. A system, comprising:
a processor configured to:
receive traffic data associated with the physical presence of a set of devices at a physical location,
wherein the received traffic data includes log data associated with the physical presence of the set of devices received from a sensor at a zone associated with the physical location;
based at least in part on at least a portion of the traffic data, determine a duration of time that a given device included in the set of devices has been physically present at the physical location;
classify at least some of the devices included in the set of devices as qualified devices when the determined duration of time that the given device has been physically present at the physical location is between a threshold minimum amount of time and a threshold maximum amount of time;
create a set of sessions associated with at least some of the qualified devices upon determining a device-zone-duration 3-tuple for the given device of the set of devices satisfies creation of the set of sessions; and
provide as output information associated with the created set of sessions, including a set of metrics associated with a duration and a physical location of at least some of the qualified devices and a wait time for the given device at the physical location; and
a memory coupled to the processor and configured to provide the processor with instructions.
2. The system of claim 1 wherein the processor is further configured to remove at least one unqualified device from the set of devices.
3. The system of claim 1 wherein the processor is further configured to mark an unqualified device as banned.
4. The system of claim 1 wherein the processor is configured to qualify at least some of the devices by determining a likelihood a given device belongs to an employee.
5. The system of claim 1 wherein the processor is configured to qualify at least some of the devices by determining a likelihood a given device is computing equipment not carried by an individual.
6. The system of claim 1 wherein the qualifying is performed based at least in part on a pre-existing list of devices.
7. The system of claim 1 wherein the qualifying is performed based at least in part on an examination of features associated with the traffic data received from the sensor.
8. The system of claim 1 wherein classifying at least some of the devices included in the set of devices as qualified devices includes using a decision tree to classify devices as qualified devices.
9. The system of claim 1 wherein classifying at least some, of the devices included in the set of devices as qualified devices includes qualifying devices based on a combination of the determined duration of time for the devices and a received signal strength it indicator (RSSI) for the devices.
10. The system of claim 1 wherein the minimum amount of time threshold is 30 seconds.
11. The system of claim 1 wherein the maximum amount of time threshold is 5 hours.
12. The system of claim 1 wherein the processor is further configured to add the given device included in the set of devices to a blacklist of devices based at least in part on a determination that the given device was observed for a duration that exceeds the threshold.
13. The system of claim 1 wherein creating the set of sessions includes determining a mapping between a sensor and the zone associated with the physical location.
14. A method performed by a traffic insight platform associated with an entity, the method comprising:
receiving traffic data associated with a physical presence of a set of devices at a physical location from a sensor at a zone associated with the physical location;
determining a duration of time that a given device included in the set of devices has been physically present at the physical location using the received traffic data;
classifying the given device as a qualified device when the determined duration of time that the given device has been physically present at the physical location is between a threshold minimum amount of time and a threshold maximum amount of time;
creating a set of sessions associated with the given device, wherein each session of the set of sessions satisfies a device-zone-duration 3-tuple for the given device;
storing data associated with the set of sessions in a database of the traffic insight platform; and
providing as output information associated with the created set of sessions, including a set of metrics associated with a duration and a physical location of at least some of the set of devices and a wait time for the given device at the physical location.
15. The method of claim 14 , wherein the device-zone-duration 3-tuple maps information identifying the given device to information identifying the zone associated with the physical location to information identifying a duration of the given device within the zone.
16. The method of claim 14 , wherein the entity is associated with a building, and wherein the zone is a floor of the building.
17. A non-transitory, computer-readable medium whose contents, when executed by a traffic insight platform associated with an entity, cause the traffic insight platform to perform a method, the method comprising:
receiving traffic data associated with a physical presence of a set of devices at a physical location from a sensor at a zone associated with the physical location;
determining a duration of time that a given device included in the set of devices has been physically present at the physical location using the received traffic data;
classifying the given device as a qualified device when the determined duration of time that the given device has been physically present at the physical location is between a threshold minimum amount of time and a threshold maximum amount of time;
creating a set of sessions associated with the given device, wherein each session of the set of sessions satisfies a device-zone-duration 3-tuple for the given device; and
providing as output information associated with the created set of sessions, including a set of metrics associated with a duration and a physical location of at least some of the set of devices and a wait time for the given device at the physical location.