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Data processing method and device and server

A data processing and data block technology, applied in the field of cloud computing, can solve the problem that resource fragments are difficult to release and recycle, and achieve the effect of reducing resource fragments and improving utilization

Active Publication Date: 2022-04-08
蚂蚁云创数字科技(北京)有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, it is easy to generate resource fragments in the process of resource allocation and use, and the above-mentioned resource fragments are often difficult to release and recycle

Method used

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  • Data processing method and device and server
  • Data processing method and device and server
  • Data processing method and device and server

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Embodiment Construction

[0025] In order to enable those skilled in the art to better understand the technical solutions in this specification, the technical solutions in the embodiments of this specification will be clearly and completely described below in conjunction with the drawings in the embodiments of this specification. Obviously, the described The embodiments are only some of the embodiments in this specification, not all of them. Based on the embodiments in this specification, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of this specification.

[0026] refer to figure 1 As shown, the embodiment of this specification provides a data processing method. Wherein, when the method is specifically implemented, the following contents may be included.

[0027] S101: Obtain the demand amount of the target resource.

[0028] S102: According to the demand of the target resource and based on the first allocation...

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Abstract

The invention provides a data processing method and device and a server. In one embodiment, when target resources such as video memory resources of a GPU are allocated on the basis of the method, corresponding first-class data blocks can be allocated from current idle target resources on the basis of a first allocation rule according to the demand quantity of the target resources, and first-class addresses corresponding to the first-class data blocks are obtained; releasing the first type of data blocks; and based on a second allocation rule and according to the first type of addresses, performing multiple times of second type of data block allocation so as to allocate a target data block from the current idle target resources, wherein the quantity of resources contained in the second type of data blocks is smaller than that of resources contained in the first type of data blocks. Therefore, the resource fragments generated in the resource allocation and use process can be reduced, the resource fragments can be effectively released and recycled subsequently, and the utilization rate of the resources is improved.

Description

technical field [0001] This specification belongs to the technical field of cloud computing, and in particular relates to a data processing method, device and server. Background technique [0002] In the process of data processing such as deep learning, a large amount of resource allocation (for example, video memory resource allocation, etc.) and use are often involved. However, resource fragments are easy to be generated in the process of resource allocation and use, and the above resource fragments are often difficult to release and recycle. [0003] Therefore, there is an urgent need for a method that can reduce the generation of resource fragments and effectively release and recycle resource fragments. Contents of the invention [0004] This specification provides a data processing method, device and server, which can reduce resource fragments generated in the process of resource allocation and use, facilitate subsequent effective release and recycling of resource fr...

Claims

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Application Information

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IPC IPC(8): G06F9/50
CPCY02D10/00
Inventor 赵军平赵守仁邢舒明
Owner 蚂蚁云创数字科技(北京)有限公司