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Computing cluster node scheduling method, device, equipment and product

A computing cluster and scheduling method technology, applied in the fields of equipment, products, computing cluster node scheduling methods, and devices, can solve problems such as insufficient utilization of nodes, too even job distribution, and inability to complete in time, and achieves reliable design principles and outstanding essence. Sexual characteristics, simple structure effect

Active Publication Date: 2021-03-12
SUZHOU LANGCHAO INTELLIGENT TECH CO LTD
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  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Aiming at the problem that the existing scheduling method causes jobs to be allocated too evenly, resulting in nodes with superior performance not being fully utilized, or causing some low-performance nodes to carry more jobs, causing jobs to accumulate and cannot be completed in time, the present invention provides a computing Cluster node scheduling method, device, equipment, product

Method used

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  • Computing cluster node scheduling method, device, equipment and product
  • Computing cluster node scheduling method, device, equipment and product
  • Computing cluster node scheduling method, device, equipment and product

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Embodiment Construction

[0054] In order to enable those skilled in the art to better understand the technical solutions in the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described The embodiments are only some of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0055] Such as figure 1 As shown, the technical solution of the present invention provides a computing cluster node scheduling method, including the following steps:

[0056] S1: The user creates a job and submits the created job;

[0057] Users create jobs by filling in relevant job parameters, number of CPUs, number of GPUs, number ...

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Abstract

The invention provides a computing cluster node scheduling method and device, equipment and a product. The method comprises the following steps: enabling a user to create jobs and submits the createdjobs; acquiring real-time data of corresponding characteristics of each node under the current computing cluster, and processing the acquired real-time data to select an optimal node; receiving submitted jobs, and distributing the received jobs to the selected optimal node to be executed; monitoring the operation parameters of the operation, judging whether the optimal node selection is accurate or not according to the operation parameters of the operation, and putting the node parameters with accurate node performance prediction into a training sample set of the feature database. It is ensured that jobs are distributed to proper nodes to be executed, and the computing power is fully utilized.

Description

technical field [0001] The invention relates to the technical field of priority selection of computing cluster nodes in a supercomputing center, in particular to a computing cluster node scheduling method, device, equipment, and product. Background technique [0002] In recent years, all kinds of scientific research data have exploded, and more and more computing power is required to extract useful information from massive data. Computing ability is an important symbol to measure a country's scientific and technological core competitiveness and comprehensive national strength. The National Supercomputing Center with supercomputers as its core tool is a national strategic information infrastructure and a strategic platform for technological innovation. The government and enterprises are preparing to build their own computing clusters. For the increase in the number and scale of computing clusters, they have a reasonable cluster scheduling algorithm, which can make reasonable ...

Claims

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Application Information

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IPC IPC(8): H04L29/08G06F9/48G06F9/50
CPCH04L67/1008H04L67/1029G06F9/4881G06F9/5044G06F9/505G06F9/5083Y02D10/00
Inventor 何万县段谊海王晓通郭锋
Owner SUZHOU LANGCHAO INTELLIGENT TECH CO LTD
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