Cloud platform resource allocation method and device and computer readable storage medium

Abstract

The embodiment of the invention discloses a cloud platform resource allocation method and device and a medium, and the method comprises the steps: the training of a pre-built resource allocation modelis carried out based on a long-term and short-term memory network according to the obtained resource allocation historical data, so as to obtain a trained resource allocation model; and the receivedto-be-processed task is analyzed by using the trained resource allocation model, and a resource allocation result is output, so that an analysis process is associated with a historical allocation result, and a more reliable resource allocation result can be obtained. The cloud platform resources are allocated to the to-be-processed task according to the resource allocation result, the requirementsof the to-be-processed task for the resources in different time periods can also be changed, and in order to better meet the current actual resource requirements of the to-be-processed task, the utilization rate of the cloud platform resources during execution of the to-be-processed task can be monitored; and the cloud platform resources currently corresponding to the to-be-processed task are dynamically adjusted according to the utilization rate, so that the purpose of automatically and dynamically controlling resource allocation is achieved, and resource allocation is more reasonable.

Description

technical field [0001] The present invention relates to the technical field of cloud computing, in particular to a cloud platform resource allocation method, device and computer-readable storage medium. Background technique [0002] In the field of cloud computing, the integrated allocation and high-efficiency utilization of resources, and the reasonable allocation and sharing of resources through virtualization technology can save huge expenses for enterprises and individual users. Therefore, the rational allocation of resources in the cloud computing process is very important research value. [0003] The traditional resource allocation method mainly realizes the optimization problem of resource allocation by optimizing the file system and programming model, which is suitable for scenarios with a small amount of resources. With the large increase in demand for cloud platform resources and the emergence of problems such as large changes in demand at different times, traditi...

AI Technical Summary

Problems solved by technology

With the large increase in demand for cloud platform resources and the emergence of problems such as large demand changes in different periods, traditional resource allocation methods are difficult to meet the demand, and it is easy to cause unbalanced resource allocation.

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