Method and device for cloud computing platform system to distribute resources to task

Abstract

The invention discloses a method and a device for a cloud computing platform system to distribute resources to a task. The method comprises the steps that a task from a task request queue is obtained; the task is analyzed, and the basic resource requiring information of the task is obtained; resource distribution information is generated by a resource distribution strategy according to the basic resource requiring information; the resource distribution strategy is a trained back propagation (BP) neural network; the training is as follows: a historically executed state information is input into a target BP neural network; if the difference between the generated resource distribution information and historical resource distribution information exceeds a preset training error threshold, the target BP neural network is revised, so that the difference between resource distribution information which is output after the training and the historical resource distribution information does not exceed the training error threshold; the resources are distributed to the task according to the resource distribution information. According to the method and the device for the cloud computing platform system to distribute the resources to the task, the system distributes the resources according to the resource distribution information generated by the BP neural network, so that the resource utilization rate of the system is improved, and the number of concurrent tasks and the throughput of the tasks are increased.

Description

technical field [0001] The invention relates to the field of cloud computing platform systems, in particular to a method and device for a cloud computing platform system to allocate resources for tasks. Background technique [0002] With the technological development of virtualization, distributed storage, multi-core processors, and the Internet, a new computing model, cloud computing, has emerged in recent years. Cloud computing is a service delivery and usage model, specifically referring to obtaining the required services through the network in an on-demand and easy-to-expand manner. Services in cloud computing in a narrow sense usually refer to IT, software and Internet-related services. [0003] At present, cloud computing is realized through the cloud computing platform. Under the cloud computing platform, when a user submits a task to the cloud computing platform system, the system needs to allocate resources in the system for the submitted task first, and then use ...

AI Technical Summary

Problems solved by technology

[0005] The problem to be solved by the present invention is to provide a method and device for allocating resources for tasks under the cloud computing platform system, so as to overcome the low resource utilization rate of the cloud computing platform system and the large amount of concurrent tasks caused by excessive resource allocation in the prior art. Small, low task throughput bugs

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