Data Translation to Common Format Based on Context
During operation, a computer system may obtain data associated with an electronic device and that has a first format. Then, the computer system may compute a context of the data. For example, the context may include: a location of the electronic device, a type of the data, a type of the electronic device, the first format, and/or a gateway (such as an access point or a radio node in a network) that forwards the data from the electronic device to the computer system. Moreover, based at least in part on the context, the computer system may identify the electronic device associated with the data. Next, the computer system may translate, based at least in part on the identified electronic device, the data from the first format to a second format, where the second format is common to additional data associated with multiple different types of electronic devices.
1 . A computer system, comprising:
a computation device; and
memory that stores program instructions, wherein, when executed by the computation device, causes the computer system to perform operations comprising:
obtaining data associated with an electronic device, wherein the data has a first format;
computing a context of the data;
based at least in part on the context, identifying the electronic device associated with the data; and
translating, based at least in part on the identified electronic device, the data from the first format to a second format, where the second format is common to additional data associated with multiple different types of electronic devices, and wherein the additional data is stored in or is associated with the computer system.
2 . The computer system of claim 1 , wherein the computer system comprises an interface circuit configured to communicate with the electronic device, the obtaining comprises receiving the data associated with the electronic device, and the electronic device is at an arbitrary location relative to the computer system, the first format comprises one of a set of formats or both.
3 . The computer system of claim 2 , wherein the set of formats is associated with multiple different communication protocols.
4 . The computer system of claim 1 , wherein the context comprises one or more of: a location of the electronic device, a type of the data, a type of the electronic device, the first format, a gateway that forwards the data associated with the electronic device to the computer system.
5 . The computer system of claim 1 , wherein the identifying is based at least in part on one or more of: an identifier of the electronic device, a subset of the data, a name of the electronic device, or additional data associated with a second electronic device, which is different from the electronic device.
6 . The computer system of claim 5 , wherein the identifier of the electronic device comprises a media access control (MAC) address or an international mobile subscriber identity (IMSI) number.
7 . The computer system of claim 5 , wherein the subset of the data comprises a payload in a packet or a frame.
8 . The computer system of claim 1 , wherein the second format is associated with multiple different applications that provide services based at least in part on the data having the second format.
9 . The computer system of claim 1 , wherein the operations comprise automatically learning the first format when the electronic device, the data or both have not been previously encountered by the computer system.
10 . The computer system of claim 1 , wherein one or more of the computing, identifying or translating is performed using a pretrained model.
11 . The computer system of claim 10 , wherein the pretrained model comprises a machine-learning model or a neural network.
12 . The computer system of claim 1 , wherein the translating comprises decoding the data.
13 . A non-transitory computer-readable storage medium for use in conjunction with a computer system, the computer-readable storage medium storing program instructions, wherein, when executed by the computer system, cause the computer system to perform one or more operations comprising:
obtaining data associated with an electronic device, wherein the data has a first format;
computing a context of the data;
based at least in part on the context, identifying the electronic device associated with the data; and
translating, based at least in part on the identified electronic device, the data from the first format to a second format, where the second format is common to additional data associated with multiple different types of electronic devices, and wherein the additional data is stored in or is associated with the computer system.
14 . The computer-readable storage medium of claim 13 , wherein the operations comprise receiving the data associated with the electronic device, and
wherein the electronic device is at an arbitrary location relative to the computer system, the first format comprises one of a set of formats or both.
15 . The computer-readable storage medium of claim 13 , wherein the context comprises one or more of: a location of the electronic device, a type of the data, a type of the electronic device, the first format, a gateway that forwards the data associated with the electronic device to the computer system.
16 . The computer-readable storage medium of claim 13 , wherein the identifying is based at least in part on one or more of: an identifier of the electronic device, a subset of the data, a name of the electronic device, or additional data associated with a second electronic device, which is different from the electronic device.
17 . A method for translating data, comprising:
by a computer system:
obtaining the data associated with an electronic device, wherein the data has a first format;
computing a context of the data;
based at least in part on the context, identifying the electronic device associated with the data; and
translating, based at least in part on the identified electronic device, the data from the first format to a second format, where the second format is common to additional data associated with multiple different types of electronic devices, and wherein the additional data is stored in or is associated with the computer system.
18 . The method of claim 17 , wherein the method comprises receiving the data associated with the electronic device, and
wherein the electronic device is at an arbitrary location relative to the computer system, the first format comprises one of a set of formats or both.
19 . The method of claim 17 , wherein the context comprises one or more of: a location of the electronic device, a type of the data, a type of the electronic device, the first format, a gateway that forwards the data associated with the electronic device to the computer system.
20 . The method of claim 17 , wherein the identifying is based at least in part on one or more of: an identifier of the electronic device, a subset of the data, a name of the electronic device, or additional data associated with a second electronic device, which is different from the electronic device.