通过提高网格环境下的资源可靠性和容错能力来增强工作流调度能力

R. Sarayu, N. Krishnamoorthy
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引用次数: 0

摘要

网格计算是动态虚拟组织中分布式计算、协同资源共享和问题解决的一种形式。由于网格环境下工作流的高度动态性,可靠的工作流调度至关重要。提出了各种调度算法,但很少考虑资源可靠性。目前的系统主要考虑容错,但资源没有得到充分利用。提出了一种基于马尔可夫链过程的可靠工作流调度系统,提高了工作流调度算法的可靠性。通过容错检查点技术,减少了工作流中进度的长度,提高了工作流执行的可靠性。
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Enhancing workflow scheduling through promoting resource reliability and fault tolerance in grid environment
Grid computing is the form of distributed computing and coordinated resource sharing and problem solving in dynamic virtual organizations. Due to highly dynamic feature dependable workflow scheduling is critical in grid environment. Various scheduling algorithms are posed but hardly consider resource reliability. Current systems mainly consider fault tolerance but resources are not fully utilized. This paper proposes a dependable workflow scheduling system(DGWS) which is based on Markov chain process which increases reliability of workflow scheduling algorithm. The performance evaluation results decreases the length of schedule in workflow and increases the dependability of workflow execution using Fault tolerance technology checkpoint.
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