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Dynamic Task Scheduling with Security Awareness in Real-Time Systems

机译:实时系统安全意识的动态任务调度

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An increasing number of real-time applications, such as aircraft control and medical electronics systems, require high quality of security to assure confidentiality, authenticity and integrity of information. However, most existing algorithms for scheduling independent tasks in real-time systems do not adequately consider security requirements of real-time tasks. In recognition of this problem we propose a novel dynamic scheduling algorithm with security awareness, which is capable of achieving high quality of security for real-time tasks while improving resource utilization. We have conducted extensive simulation experiments to quantitatively evaluate the performance of our approach. Specifically, experimental results show that compared with three heuristic algorithms, the proposed algorithm can consistently improve overall system performance in terms of quality of security and system guarantee ratio under a wide range of workload characteristics.
机译:越来越多的实时应用,例如飞机控制和医疗电子系统,需要高质量的安全性,以确保信息的机密性,真实性和完整性。但是,用于在实时系统中调度独立任务的大多数现有算法都不适当地考虑实时任务的安全要求。为了认识到这个问题,我们提出了一种具有安全意识的新型动态调度算法,其能够在提高资源利用时实现实时任务的高质量安全性。我们已经进行了广泛的模拟实验,以定量评估我们的方法的性能。具体而言,实验结果表明,与三种启发式算法相比,所提出的算法可以在广泛的工作量特性下,在安全性和系统保障比率方面一致地始终如一地提高整体系统性能。

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