SoK: A Survey on Redundant Execution Technology

Zijing Liu, Zheng Zhang, Ruicheng Xi, Pengzhe Zhu, Bolin Ma
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Abstract

Redundant execution technology is one of the effective ways to improve the safety and reliability of computer systems. By rationally configuring redundant resources, adding components with the same function, using the determined redundant execution logic to coordinate and efficiently execute synchronously can effectively ensure high availability of the machine and system. Fault-tolerant is based on redundant execution, which is the primary method of dealing with system hardware failures. Recently, multi-threading redundancy has realized the continuous development of fault-tolerant technology, which makes the processing granularity of the system tolerate random failure factors gradually reduced. At the same time, intrusion tolerant technology has also been continuously developed with the emergence of multi-variant execution technology. It mainly uses the idea of dynamic heterogeneous redundancy to construct a set of variants with equivalent functions and different structures to complete the detection and processing of threats outside the system. We summarize the critical technologies of redundant execution to achieve fault tolerance and intrusion tolerance in recent years, sorts out the role of redundant execution in the development process from fault tolerance technology to intrusion tolerance technology, classify redundant execution technologies at different levels, finally point out the development prospects of redundant execution technology in multiple application fields and future technical research directions.
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冗余执行技术综述
冗余执行技术是提高计算机系统安全性和可靠性的有效途径之一。通过合理配置冗余资源,增加具有相同功能的组件,利用确定的冗余执行逻辑进行协同高效同步执行,可以有效保证机器和系统的高可用性。容错基于冗余执行,这是处理系统硬件故障的主要方法。近年来,多线程冗余实现了容错技术的不断发展,使得系统容错随机故障因素的处理粒度逐渐减小。同时,随着多变体执行技术的出现,入侵容忍技术也得到了不断的发展。它主要利用动态异构冗余的思想,构造一组功能等效、结构不同的变体,完成对系统外部威胁的检测和处理。总结了近年来冗余执行实现容错和入侵容忍的关键技术,梳理了冗余执行在从容错技术到入侵容忍技术发展过程中的作用,对冗余执行技术进行了不同层次的分类,最后指出了冗余执行技术在多个应用领域的发展前景和未来的技术研究方向。
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