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A data processing method, system, co-processing device and main processing device

A main processing device and data processing technology, applied in the field of big data, can solve problems such as slow speed and time-consuming data

Active Publication Date: 2021-03-30
YI TAI FEI LIU INFORMATION TECH LLC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

The inventor found that at least the following problems exist in the prior art: the speed of data exchange between the current main processing chip and the co-processing chip is very slow, and at the same time, the co-processing chip processes the data sent by the main processing chip is very time-consuming, and the co-processing chip is completely lost. The significance of helping the main processing chip to process data

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  • A data processing method, system, co-processing device and main processing device
  • A data processing method, system, co-processing device and main processing device
  • A data processing method, system, co-processing device and main processing device

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Embodiment Construction

[0027] In order to make the objects, technical solutions, and advantages of the present invention, various embodiments of the present invention will be described in detail with reference to the accompanying drawings. However, one of ordinary skill in the art will appreciate that in various embodiments of the invention, many techniques are proposed in order to better understand the present application. However, even if there are no such techniques and various changes and modifications based on the following embodiments, the technical solutions claimed in the present application can be implemented.

[0028] A first embodiment of the present invention relates to a method of data processing. The method of this data processing is applied to the coordination device, such as a GPU chip, an FPGA chip, and the like. The method of this data processing, the specific process is figure 1 Indicated.

[0029] Step 101: Receive the processing request, first data, and location information data tr...

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Abstract

The embodiment of the invention relates to the field of big data, and discloses a data processing method, a system, a co-processing device and a main processing device. The method of the invention isapplied to a co-processing device. The method comprises the following steps: receiving a processing request, a first data and position information data sent by a main processing device, wherein, the first data is obtained after the second data is serialized by the main processing device; determining a position of each element to be processed in the storage space in the first data according to theposition information data; reading each element to be processed in the first data from the storage space at the same time according to the determined position of each element to be processed in the storage space; according to the processing request, each element to be processed read is processed, and the processing result is transmitted to the main processing device. The data processing method ofthe present invention improves the speed of data exchange between the main processing device and the co-processing device, and improves the utilization ratio of the main processing device to the co-processing device.

Description

Technical field [0001] Embodiments of the present invention relate to the field of large data, and more particularly to a method, system, a coherent device, and a main processing device for data processing. Background technique [0002] With the emergence of distributed system infrastructure (eg Haidu, referred to as "Hadoop"), big data technology is widely used. Big data is to distribute calculation resources to different computing devices to different computing devices, and achieve powerful computing and storage capabilities with multi-threading technologies, and cluster computing power consisting of multiple hosts. [0003] Today's big data technology is widely used, and the demand for speeds is increasing, in addition to the CPU chip performance, it is also possible to help CPU chip processing data using a coordinating chip. Act-Programmable Gate Array ("FPGA" chip and graphics processor ("GPU") chip is represented by the Graphics Processing Unit. Among them, the GPU chip gen...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F15/163
CPCG06F15/163
Inventor 朱峰
Owner YI TAI FEI LIU INFORMATION TECH LLC
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