Object storage gateway for IoT devices with intermittent network connectivity
Systems and methods providing object storage gateway for a client device with intermittent connectivity. In one implementation, data objects stored locally on the client device are identified. The data objects are associated with an application running on the client device. Filtered data are produced by filtering the data objects in view of a set of rules. Responsive to determining that a connection between the client device and the server device satisfies a quality condition, the filtered data are synchronized with the server device.
1. A method comprising:
identifying, by a client device connected to a server device, data objects stored locally on the client device, wherein the data objects are associated with an application running on the client device;
producing filtered data by filtering the data objects in view of a set of rules, wherein the set of rules specify one or more object containers associated with the data objects; and
responsive to determining that a connection between the client device and the server device satisfies a quality condition, synchronizing the filtered data with the server device.
2. The method of claim 1 , wherein determining that the connection between the client device and the server device satisfies the quality condition comprises:
determining that a bandwidth metric associated with the connection satisfies a threshold.
3. The method of claim 1 , further comprising:
receiving, from the server device, one or more changes associated with the application; and
updating the application running on the client device in view of the one or more changes.
4. The method of claim 3 , wherein the one or more changes comprise a trained machine learning model trained by the server device using at least a subset of the filtered data.
5. The method of claim 1 , wherein producing the filtered data further comprises:
updating metadata associated with the data objects, wherein the metadata specifies a function of the filtered data, and wherein the metadata comprises a set of key-value pairs that uniquely identify the associated data objects in the one or more object containers.
6. The method of claim 1 , wherein synchronizing the filtered data with the server device comprises:
synchronizing metadata associated with the filtered data; and
transmitting the filtered data to an object storage gateway associated with the server device.
7. The method of claim 1 , further comprising:
storing, via an object storage gateway, the data objects on the client device in a local object repository.
8. A system comprising:
a memory; and
a processing device operatively coupled to the memory, the processing device to:
identify, by a client device connected to a server device, data objects stored locally on the client device, wherein the data objects are associated with an application running on the client device;
produce filtered data by filtering the data objects in view of a set of rules, wherein the set of rules specify one or more object containers associated with the data objects; and
responsive to determining that a connection between the client device and the server device satisfies a quality condition, synchronize the filtered data with the server device.
9. The system of claim 8 , wherein the quality condition specifies a minimum bandwidth metric for the connection.
10. The system of claim 8 , wherein the processing device is further to:
receive, from the server device, one or more changes associated with the application; and
update the application running on the client device in view of the one or more changes.
11. The system of claim 10 , wherein the one or more changes comprise a trained machine learning model trained by the server device using at least a subset of the filtered data.
12. The system of claim 8 , wherein to produce the filtered data, the processing device is further to:
update metadata associated with the data objects, wherein the metadata specifies a function of the filtered data, and wherein the metadata comprises a set of key-value pairs that uniquely identify the associated data objects in the one or more object containers.
13. The system of claim 8 , wherein, to synchronize the filtered data with the server device, the processing device is further to:
synchronize metadata associated with the filtered data; and
transmit the filtered data and associated metadata to an object storage gateway associated with the server device.
14. The system of claim 8 , wherein the processing device is further to:
store, via an object storage gateway, the data objects on the client device in a local object repository.
15. A non-transitory computer-readable media storing instructions that, when executed, cause a processing device to:
identify, by a client device connected to a server device, data objects stored locally on the client device, wherein the data objects are associated with an application running on the client device;
produce filtered data by filtering the data objects in view of a set of rules, wherein the set of rules specify one or more object containers associated with the data objects; and
responsive to determining that a connection between the client device and the server device satisfies a quality condition, synchronize the filtered data with the server device.
16. The non-transitory computer-readable media of claim 15 , wherein, to determine that the connection between the client device and the server device satisfies the quality condition, the processing device is further to:
determine that a bandwidth metric associated with the connection satisfies a threshold.
17. The non-transitory computer-readable media of claim 15 , wherein the processing device is further to:
receive, from the server device, one or more changes associated with the application; and
update the application running on the client device in view of the one or more changes.
18. The non-transitory computer-readable media of claim 15 , wherein to produce the filtered data, the processing device is further to:
update metadata associated with the data objects, wherein the metadata specifies a function of the filtered data, and wherein the metadata comprises a set of key-value pairs that uniquely identify the associated data objects in the one or more object containers.
19. The non-transitory computer-readable media of claim 15 , wherein, to synchronize the filtered data with the server device, the processing device is further to:
synchronize metadata associated with the filtered data; and
transmit the filtered data to an object storage gateway associated with the server device.
20. The non-transitory computer-readable media of claim 15 , wherein the processing device is further to:
store, via an object storage gateway, the data objects on the client device in a local object repository.