Systems and Methods for Efficient Data Preprocessing of Machine Learning Workloads
US-2024403138-A1 · Dec 5, 2024 · US
US9270730B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-9270730-B2 |
| Application number | US-201414164948-A |
| Country | US |
| Kind code | B2 |
| Filing date | Jan 27, 2014 |
| Priority date | Jul 1, 2010 |
| Publication date | Feb 23, 2016 |
| Grant date | Feb 23, 2016 |
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Discussion of content between users of social networks is described. A cloud computing system of a plurality of cloud computing systems is determined for processing a request in a first syntax from a client computer system. The request is translated from the first syntax to a second syntax of the cloud computing system and transmitted to the cloud computing system in the second syntax. The server computer system includes drivers to enable bi-directional translation of communications between the client computer system and the plurality of cloud computing systems, wherein the drivers provide bi-directional translation for at least one of the plurality of cloud computing systems.
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What is claimed is: 1. A method comprising: determining, by a processing device of a server computer system, a cloud computing system of a plurality of cloud computing systems to process a request in a first syntax from a client computer system; translating the request, by the processing device, from the first syntax to a second syntax of the cloud computing system; and transmitting the request to the cloud computing system in the second syntax, wherein the server computer system comprises a plurality of drivers to enable bi-directional translation of communications between the client computer system and the plurality of cloud computing systems, wherein each of the plurality of drivers provides bi-directional translation for at least one of the plurality of cloud computing systems. 2. The method of claim 1 , further comprising: receiving a response from the cloud computing system in the second syntax; translating the response from the second syntax to the first syntax; and transmitting the translated response to the client computer system. 3. The method of claim 2 , wherein translating the request and translating the response are performed by a driver of the plurality of drivers. 4. The method of claim 1 , wherein the first syntax is a syntax that is not supported by the cloud computing system, and the second syntax is a communication formatted according to a specification of a cloud computing system. 5. The method of claim 1 , further comprising: translating the request from the first syntax to a cloud computing system-specific syntax for each of the plurality of different cloud computing systems. 6. The method of claim 1 , wherein the first syntax is one of an extensible markup language, javascript object notation syntax, YAML, or JPEG. 7. The method of claim 1 , wherein the request is a request for a cloud computing service to be performed by the cloud computing system. 8. A non-transitory computer readable storage medium that provides instructions, which when executed by a processing device of a server computer system cause the processing device to: determine, by the processing device, a cloud computing system of a plurality of cloud computing systems to process a request in a first syntax from a client computer system; translate the request from the first syntax to a second syntax of the cloud computing system; and transmit the request to the cloud computing system in the second syntax, wherein the server computer system comprises a plurality of drivers to enable bi-directional translation of communications between the client computer system and the plurality of cloud computing systems, wherein each of the plurality of driver s provides bi-directional translation for at least one of the plurality of cloud computing systems. 9. The non-transitory computer readable storage medium of claim 8 , the processing device to: receive a response from the cloud computing system in the second syntax; translate the response from the second syntax to the first syntax; and transmit the translated response to the client computing system. 10. The non-transitory computer readable storage medium of claim 9 , wherein the request and the response are translated by a driver of the plurality of drivers. 11. The non-transitory computer readable storage medium of claim 8 , wherein the first syntax is a syntax that is not supported by the cloud computing system, and the second syntax is a communication formatted according to a specification of the cloud computing system. 12. The non-transitory computer readable storage medium of claim 8 , the processing device to: translate the request from the first syntax to a cloud computing system-specific syntax for each of the plurality of different cloud computing systems. 13. The non-transitory computer readable storage medium of claim 8 , wherein the first syntax is one of an extensible markup language, javascript object notation syntax, YAML, or JPEG. 14. The non-transitory computer readable storage medium of claim 8 , wherein the request is a request for a cloud computing service to be performed by the cloud computing system. 15. A system comprising: a memory; a processing device operatively coupled with the memory, the processing device to: determine a cloud computing system of a plurality of cloud computing systems to process a request in a first syntax from a client computer system; translate the request from the first syntax to a second format of the cloud computing system of the plurality of cloud computing systems; and transmit the request to the cloud computing system in the second syntax; and a plurality of drivers to enable bi-directional translation of communications between the client computer system and the plurality of cloud computing systems, wherein each of the plurality of driver s provides bi-directional translation for at least one of the plurality of cloud computing systems. 16. The system of claim 15 , the processing device to: receive a response from the cloud computing system in the second syntax; translate the response from the second syntax to the first syntax; and transmit the translated response to the client computer system. 17. The system of claim 16 , wherein the request and the response are translated by a driver of the plurality of drivers. 18. The system of claim 15 , wherein the first syntax is a syntax that is not supported by the cloud computing system, and the second syntax is a communication formatted according to a specification of a cloud computing system. 19. The system of claim 15 , the processing device to translate the request from the first syntax to a cloud computing system-specific syntax for each of the plurality of different cloud computing systems. 20. The system of claim 15 , wherein the request is a request for a cloud computing service to be performed by the cloud computing system.
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