Load Balancing of Mobile Agents Based Applications in Grid Systems

Rocco Aversa, B. D. Martino, Renato Donini, S. Venticinque
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引用次数: 7

Abstract

Advanced grid functionalities and applications can be developed exploiting mobile agents technology. State-full migration can help to distribute computation where data reside and among new available and less busy machines. However when mobile agent technology is used new kinds of interaction facilities, such as cloning and migration, require execution of agent platforms, which represent an additional software layer that affects system performances. Also underlying hardware architecture can affect agent platform behaviour in an unexpected way. It means that is necessary to predict dynamics of workload distribution and to monitor system utilization in order to design effective load balancing strategies. We propose here a software architecture that, using results of system monitoring, applies a load balancing strategy to maintain in a fixed range threshold performances of a mobile agents based application.
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网格系统中基于移动代理的应用负载平衡
可以利用移动代理技术开发高级网格功能和应用程序。全状态迁移可以帮助在数据驻留的位置以及新的可用和不太繁忙的机器之间分配计算。然而,当使用移动代理技术时,新的交互工具(如克隆和迁移)需要执行代理平台,这代表了影响系统性能的额外软件层。此外,底层硬件架构可能会以意想不到的方式影响代理平台的行为。这意味着为了设计有效的负载平衡策略,有必要预测工作负载分布的动态并监控系统利用率。本文提出了一种软件架构,该架构利用系统监控的结果,应用负载平衡策略将基于移动代理的应用程序的性能维持在一个固定的阈值范围内。
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