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Utilization Based Secured Dynamic Scheduling Algorithm for Real-Time Applications on Grid (U-SDSA)

机译:基于利用率的网格实时应用安全动态调度算法(U-SDSA)

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Security is the major issue in most of the real-time applications, besides there being a stringent requirementfor such applications to provide high QoS. As security algorithmsdemand large computation time, the prevalent real-time packetscheduling algorithms tend to focus on meeting the deadlinewithout having much concern for security requirements. In thispaper, we propose a utilization based secured dynamic schedulingalgorithm (u-SDSA) for real-time applications on grid whichtries to meet both (security and scheduling) the above-mentioned requirements. Using grid of nodes or computing elements asthe distributed framework for processing real-time packets, wetry to ensure maximum guarantee ratio, maximum averagesecurity level, and optimal overall performance. To ensure optimaloverall performance of the grid, our mechanism distributes theincoming packets for processing amongst different nodes basedon utilization of the nodes. If the minimum security level of anincoming packet cannot be ensured, then it is forwarded to oneof the adjacent nodes having the least utilization, provided theutilization of this node is less than the utilization threshold value(U_thresh). Using extensive simulation, we show that the proposedu-SDSA algorithm performs better than the existing algorithms.
机译:安全是大多数实时应用程序中的主要问题,除了对此类应用程序提供高QoS的严格要求外。由于安全算法需要大量的计算时间,因此流行的实时分组调度算法趋向于专注于满足最后期限,而无需过多地关注安全性要求。在本文中,我们为网格上的实时应用提出了一种基于利用率的安全动态调度算法(u-SDSA),该算法可以同时满足上述(安全性和调度)要求。使用节点或计算元素的网格作为用于处理实时数据包的分布式框架,我们尝试确保最大的保证率,最大的平均安全级别和最佳的整体性能。为了确保网格的最佳总体性能,我们的机制根据节点的利用率在不同节点之间分配传入的数据包以进行处理。如果无法确保传入数据包的最低安全级别,则将其转发到利用率最低的相邻节点之一,前提是该节点的利用率小于利用率阈值(U_thresh)。通过广泛的仿真,我们证明了所提出的u-SDSA算法比现有算法具有更好的性能。

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