用于CBIR环境的负载平衡算法

2003 IEEE International Workshop on Computer Architectures for Machine Perception Pub Date : 2003-05-12 DOI:10.1109/CAMP.2003.1598150

J. L. Bosque, O. D. Robles, Luis Pastor

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引用次数: 4

摘要

CBIR系统通常需要管理大量的多媒体信息，因此需要高效的实现来在适当的响应时间内给出答案。异构集群上的分布式解决方案提供了很好的成本/性能比来解决这个问题。需要调优的关键参数之一是分配给每个集群节点的负载。本文提出了一种新的负载均衡算法，用于在异构集群上并行实现CBIR系统。该方法基于动态、分布式、全局和高可扩展性的负载平衡算法。通过实验验证了该方法的性能

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Load balancing algorithms for CBIR environments

CBIR systems, which typically manage a great amount of multimedia information, need efficient implementations to give an answer in a proper response time. Distributed solutions on heterogeneous clusters offer a good cost/performance ratio to solve this problem. One of the critical parameters to be tuned is the load assigned to each of the cluster nodes. This paper presents a new load balancing algorithm for a parallel implementation of a CBIR system on a heterogeneous cluster. The approach is based on a dynamic, distributed, global and high scalable load balancing algorithm. Some experiments are presented to validate and verify the approach performance

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2003 IEEE International Workshop on Computer Architectures for Machine Perception

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