Domain-Based Dynamic Resource Management Mechanism Supporting Large-Scale Grid Application

Guomin Zhang, Yong Zhang, Ming Chen, Huan Xiong
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引用次数: 0

Abstract

A grid computing environment enables sharing of loosely coupled resources and services required by various applications in a large-scale. In such an environment, one of the key challenges is to develop a flexible, scalable, and self-adaptive resource management system which would allow users to carry out their jobs by transparently accessing autonomous, distributed, and heterogeneous resources. A Domain-based dynamic resource self maintain mechanism (DDRM) supporting large-scale distributed application is proposed. Grid distributed applications can be ensured to run regularly and stably by maintaining dynamic resource information, detecting abnormality and adjusting system timely. Conceptions of Monitoring Domain and domain agent are defined. Global resource view is acquired through resource pool and the corresponding triggering update algori-thm. Dynamic resource maintenance mechanism are adopted to handle resource abnormality. DDRM can scale to any large distributed application system with strong real-time and reliability. Finally, complexity and convergence time of DDRM are analyzed.
支持大规模网格应用的基于域的动态资源管理机制
网格计算环境可以大规模地共享各种应用程序所需的松散耦合资源和服务。在这样的环境中,关键的挑战之一是开发一个灵活的、可伸缩的和自适应的资源管理系统,该系统将允许用户通过透明地访问自治的、分布式的和异构的资源来执行他们的工作。提出了一种支持大规模分布式应用的基于域的动态资源自维护机制(DDRM)。通过维护动态资源信息,及时发现异常,及时调整系统,保证网格分布式应用的正常稳定运行。定义了监控域和域代理的概念。通过资源池和相应的触发更新算法获取全局资源视图。采用动态资源维护机制,对资源异常进行处理。DDRM可以扩展到任何大型分布式应用系统,具有较强的实时性和可靠性。最后,分析了DDRM算法的复杂度和收敛时间。
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