A SLA-Adaptive Workflow Integrated Grid Resource Management System for Collaborative Healthcare Services

Hyewon Song, Jay J. Dong, Changhee Han, W. Jung, Chan-Hyun Youn
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引用次数: 7

Abstract

A grid technology is one of key issues for healthcare services provided in collaborative environments. In this paper, a SLA-adaptive workflow integrated grid resource management system for supporting collaborative heart disease simulator application in Physio-Grid service is proposed. At first, we propose the system architecture and framework that integrates workflow function into policy quorum based resource management (PQRM) system, one of existing grid resource management systems, for collaborative healthcare services. In addition, we derived the cost-adaptive policy adjustment scheme to adjust a gap between conditions and actions of workflow management and resource management policies for the proposed system. Based on this adjustment scheme, an appropriate policy can be selected according to QoS constraints of collaborated healthcare applications given by SLA negotiated with users. Finally, we evaluate proposed system using a collaborative heart disease simulation service and show the proposed system outperforms a general grid management system throughout performance comparisons under different types of SLA.
协同医疗保健服务的sla自适应工作流集成网格资源管理系统
网格技术是协作环境中提供的医疗保健服务的关键问题之一。提出了一种支持协同心脏病模拟器在物理网格服务中的应用的基于sla的工作流集成网格资源管理系统。首先,我们提出了将工作流功能集成到现有网格资源管理系统之一的基于策略仲裁的资源管理(PQRM)系统中的系统架构和框架,用于协同医疗服务。此外,我们推导了成本自适应策略调整方案,以调整工作流管理和资源管理策略的条件和动作之间的差距。基于此调整方案,可以根据与用户协商的SLA给出的协作医疗应用程序的QoS约束选择合适的策略。最后,我们使用协作心脏病模拟服务评估了所提出的系统,并在不同类型SLA的性能比较中表明所提出的系统优于一般网格管理系统。
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