移动网格计算故障自修复的应用检查点技术

IF 0.6 Q4 COMPUTER SCIENCE, THEORY & METHODS International Journal of Grid and High Performance Computing Pub Date : 2019-04-01 DOI:10.4018/IJGHPC.2019040103
A. Savyanavar, V. Ghorpade
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引用次数: 9

摘要

移动网格(MG)由相互连接的移动设备组成,用于高性能计算。容错性是移动计算网格系统的一个重要特性,它可以实现更高的排列可靠性和更快的故障恢复。由于资源的故障会严重影响任务的执行,因此容错服务对于实现QoS要求是必不可少的。MG中出现的故障有链路故障、节点故障、任务故障、带宽受限等。检测这些故障有助于更好地利用资源,并及时向MG环境中的用户发出通知。这些故障会导致计算结果和数据的丢失。针对传统电网的故障处理,提出了许多算法或技术。提出了一种基于检查点的故障处理技术,提高了MG网络的调度可靠性和故障恢复时间。实验是通过创建一个无处不在的基于android的移动电话网格来进行的。
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Application Checkpointing Technique for Self-Healing From Failures in Mobile Grid Computing
A mobile grid (MG) consists of interconnected mobile devices which are used for high performance computing. Fault tolerance is an important property of mobile computational grid systems for achieving superior arrangement reliability and faster recovery from failures. Since the failure of the resources affects task execution fatally, fault tolerance service is essential to achieve QoS requirement in MG. The faults which occur in MG are link failure, node failure, task failure, limited bandwidth etc. Detecting these failures can help in better utilisation of the resources and timely notification to the user in a MG environment. These failures result in loss of computational results and data. Many algorithms or techniques were proposed for failure handling in traditional grids. The authors propose a checkpointing based failure handling technique which will improve arrangement reliability and failure recovery time for the MG network. Experimentation was conducted by creating a grid of ubiquitously available Android-based mobile phones.
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来源期刊
CiteScore
1.70
自引率
10.00%
发文量
24
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