Distributed framework for resilient machine-to-machine system management
Data is received describing a local model of a first device generated by the first device based on sensor readings at the first device and a global model is updated that is hosted remote from the first device based on the local model and modeling devices in a plurality of different asset taxonomies. A particular operating state affecting one or more of a set of devices deployed in a particular machine-to-machine network is detected and the particular machine-to-machine network is automatically reconfigured based on the global model.
1. At least one non-transitory machine readable storage medium with instructions stored thereon, the instructions executable by a system to cause the system to:
orchestrate interactions in an internet of things (IoT) system, wherein the IoT system comprises a network of devices of a plurality of different device types and a cloud-based computing resource, the IoT system is implemented based on an IoT application, the IoT application is implemented through selection of a plurality of models and defined interactions between the plurality of models, respective models in the plurality of models include a respective abstract representation of a respective one of the plurality of device types and operational capabilities of the corresponding device type, and the interactions are orchestrated based on the plurality of models;
monitor operation of the IoT system; and
generate measurements of the IoT system based on the monitored operation.
2. The storage medium of claim 1 , wherein the instructions are further executable to cause the machine to deploy the system.
3. The storage medium of claim 2 , wherein deploying the system comprises:
identify a plurality of devices connected to a particular communication network; and
determine a mapping of the plurality of devices to the plurality of device types in the set of models of the IoT application.
4. The storage medium of claim 1 , wherein the instructions are further executable to cause the machine to reconfigure the IoT system based on monitoring the operation of the IoT system.
5. The storage medium of claim 4 , wherein reconfiguration of the IoT system comprises replacing a first one of the devices with a different second device.
6. The storage medium of claim 5 , wherein the first and second devices are both mapped to a same one of the plurality of models.
7. The storage medium of claim 4 , wherein reconfiguration of the IoT system comprises changing settings of one or more devices in the network of devices.
8. The storage medium of claim 1 , wherein the instructions are further executable to cause the machine to revise one of the plurality of models based on monitoring the operation of the IoT system.
9. A method comprising:
orchestrating interactions in an internet of things (IoT) system, wherein the system comprises a network of devices of a plurality of different device types, the system is implemented based on an IoT application, the IoT application uses a plurality of models and the interactions are defined in the IoT application based on defined interactions between the plurality of models, respective models in the plurality of models includes a respective abstract representation of a respective one of the plurality of device types and operational capabilities of the corresponding device type, and the IoT application is to use a plurality of protocols corresponding to the plurality of device types to perform a particular function;
monitoring operation of the IoT system;
collecting metrics to identify health of the IoT system based on the monitored operation; and
generating measurements of the system based on the monitored operation.
10. The method of claim 9 , further comprising deploying the system using the IoT application.
11. The method of claim 10 , further comprising:
identifying a plurality of devices connected to a particular communication network; and
determining a mapping of the plurality of devices to the plurality of device types in the set of models of the IoT application.
12. The method of claim 10 , further comprising reconfiguring the IoT system based on monitoring the metrics.
13. The method of claim 12 , wherein reconfiguration of the IoT system comprises replacing a first one of the plurality of devices with a different second device.
14. The method of claim 13 , wherein the first and second devices are both mapped to a same one of the plurality of models.
15. The method of claim 12 , wherein reconfiguration of the IoT system comprises changing settings of one or more devices in the network of devices.
16. A system comprising:
a processor;
a memory;
an internet of things (IoT) orchestrator, executable by the processor to:
access an IoT application stored in the memory, wherein the IoT application defines a plurality of models and a set of interactions between the plurality of models, respective models in the plurality of models includes a respective abstract representation of a respective one of a plurality of device types and operational capabilities of the corresponding device type, and the IoT application is to use a plurality of protocols corresponding to the plurality of device types to perform a particular function;
identify a plurality of devices connected to a network;
determine a mapping of the plurality of devices to the plurality of device types in the set of models of the IoT application; and
deploy an IoT system including the plurality of devices based on the mapping; and
an IoT system monitor, executable by the processor to:
monitor operation of the IoT system; and
generate measurements of the system based on the monitoring.
17. The system of claim 16 , wherein the IoT orchestrator is further to reconfigure the IoT system based on the measurements.
18. The system of claim 17 , wherein reconfiguration of the IoT system comprises replacing a first one of the plurality of devices with a different second device.
19. The system of claim 17 , wherein reconfiguration of the IoT system comprises changing settings of one or more of the plurality of devices.
20. The system of claim 16 , further comprising the plurality of devices.