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Resource allocation method and device and storage medium

A resource allocation and resource technology, applied in the computer field, can solve the problem of low overall utilization of server cluster resources, and achieve the effects of alleviating resource shortage, avoiding waste, and improving accuracy

Pending Publication Date: 2020-10-09
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present application provide a resource configuration method, device, and storage medium to solve the problem of low overall utilization of server cluster resources

Method used

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  • Resource allocation method and device and storage medium
  • Resource allocation method and device and storage medium
  • Resource allocation method and device and storage medium

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Embodiment Construction

[0066] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0067] First, the nouns involved in the embodiments of the present application are explained:

[0068] Hadoop cluster: Hadoop is a distributed system infrastructure developed by the Apache Foundation. It is an open source framework for storing massive data and running distributed analysis applications on distributed server clusters. The core design of the Hadoop framework is the distrib...

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Abstract

The embodiment of the invention provides a resource allocation method and device and a storage medium. The method comprises steps of for each task queue, based on the obtained historical resource usage amount and historical resource demand amount of each task queue, predicting a resource usage amount and a resource demand amount of each task queue in the first time; based on the total resource amount of the resource pool and the resource usage amount of each task queue at the first time, determining the idle resource quantity of the resource pool in the first time, based on the resource demandquantity of each task queue at the first time and the idle resource quantity of the resource pool, allocating resources to at least one task queue. Idle resources of the resource pool are allocated to the task queues with insufficient resources, resource waste is avoided, the resource shortage condition of part of the task queues is relieved, and the effective utilization rate of the resources isincreased.

Description

technical field [0001] The embodiments of the present application relate to the field of computer technology, and in particular, to a resource configuration method, device, and storage medium. Background technique [0002] With the advent of the era of big data, massive data calculations are accompanied every day, and a large number of server resources are needed behind the calculations, which brings huge costs to enterprises and universities. How to efficiently utilize server resources, rationally allocate resources for each task, and improve the overall utilization of server cluster resources has become an important consideration for reducing costs and increasing efficiency. [0003] The existing resource allocation scheme of the big data platform is that each user independently evaluates the minimum and maximum resource requirements of the task, and informs the big data platform of the minimum and maximum value of the assessment. resource requirements to allocate resourc...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/50G06F9/48G06F9/54
CPCG06F9/5038G06F9/4881G06F9/546G06F2209/5011G06F2209/548G06F2209/484Y02D10/00
Inventor 王慧赵鹏
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD
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