A Load Balancing Strategy of CPU-GPU Cluster

YUAN Zhuang; CHEN Qing-kui; CAO Jian-wei

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A Load Balancing Strategy of CPU-GPU Cluster

更新时间：2026-09-04

- A Load Balancing Strategy of CPU-GPU Cluster
- Vol. 29, Issue 9, Pages: 47-50(2012)
- 作者机构：
  
  上海理工大学机构光电信息与计算机工程学院,上海,200093
- 作者简介：
- 基金信息：
- DOI：
  CLC：
- Published：2012
- 稿件说明：
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袁壮, 陈庆奎, 曹剑炜. CPU和GPU混合集群的负载均衡策略[J]. 微电子学与计算机, 2012, 29(9): 47-50.

YUAN Zhuang, CHEN Qing-kui, CAO Jian-wei. A Load Balancing Strategy of CPU-GPU Cluster[J]. 2012, 29(9): 47-50.
袁壮, 陈庆奎, 曹剑炜. CPU和GPU混合集群的负载均衡策略[J]. 微电子学与计算机, 2012, 29(9): 47-50. DOI：

YUAN Zhuang, CHEN Qing-kui, CAO Jian-wei. A Load Balancing Strategy of CPU-GPU Cluster[J]. 2012, 29(9): 47-50. DOI：

摘要

为了充分利用GPU集群(Cluster)中各节点的资源

提高GPU集群(Cluster)整体的计算效率.本文以3G网络中海量视频质量分析为研究背景

提出了一种面向CPU和GPU集群的负载均衡策略

构建了一个GPU异构集群系统.实验表明

该负载均衡策略能很好地利用GPU和CPU计算资源、提高集群计算效率.

Abstract

In order to making full use of the resource of each node of the GPU cluster

and improving the computing performance of the GPU cluster.In this article

Taking the mass video quality analysis in 3G network as research background

made a Load balancing strategy based on CPU-GPU cluster

and built a GPU heterogeneous cluster system.Through a large number of experiments show that the load balancing policy can full advantage of the GPU and CPU computing resources and improve the efficiency of cluster computing.

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