Design Optimization of Energy- and Security-Critical Distributed Real-Time Embedded Systems

Xia Zhang, Jinyu Zhan, Wei Jiang, Yuexi Ma, Ke Jiang
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引用次数: 7

Abstract

In this paper, we approach the design of energy-and security-critical distributed real-time embedded systems from the early mapping and scheduling phases. Modern Distributed Embedded Systems (DESs) are common to be connected to external networks, which is beneficial for various purposes, but also opens up the gate for potential security attacks. However, security protections in DESs result in significant time and energy overhead. In this work, we focus on the problem of providing the best confidentiality protection of internal communication in DESs under time and energy constraints. The complexity of finding the optimal solution grows exponentially as problem size grows. Therefore, we propose an efficient genetic algorithm based heuristic for solving the problem. Extensive experiments demonstrate the efficiency of the proposed technique.
能源和安全关键分布式实时嵌入式系统的设计优化
在本文中,我们从早期的映射和调度阶段探讨了能源和安全关键型分布式实时嵌入式系统的设计。现代分布式嵌入式系统(DESs)通常与外部网络连接,这有利于各种目的,但也为潜在的安全攻击打开了大门。但是,DESs中的安全保护会导致大量的时间和精力开销。在这项工作中,我们重点研究了在时间和精力限制下,DESs内部通信的最佳保密保护问题。寻找最优解的复杂性随着问题规模的增长呈指数增长。因此,我们提出了一种高效的基于遗传算法的启发式算法来求解这一问题。大量的实验证明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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