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Perpetual Assurances for Self-Adaptive Systems

机译:自适应系统的永久保证

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Providing assurances for self-adaptive systems is challenging. A primary underlying problem is uncertainty that may stem from a variety of different sources, ranging from incomplete knowledge to sensor noise and uncertain behavior of humans in the loop. Providing assurances that the self-adaptive system complies with its requirements calls for an enduring process spanning the whole lifetime of the system. In this process, humans and the system jointly derive and integrate new evidence and arguments, which we coined perpetual assurances for self-adaptive systems. In this paper, we provide a background framework and the foundation for perpetual assurances for self-adaptive systems. We elaborate on the concrete challenges of offering perpetual assurances, requirements for solutions, realization techniques and mechanisms to make solutions suitable. We also present benchmark criteria to compare solutions. We then present a concrete exemplar that researchers can use to assess and compare approaches for perpetual assurances for self-adaptation.
机译:为自适应系统提供保证具有挑战性。潜在的主要问题是不确定性,其可能来自多种不同的来源,从不完整的知识到传感器的噪声以及环路中人的不确定行为。要保证自适应系统符合其要求,就需要一个持久的过程,跨越系统的整个生命周期。在这个过程中,人类和系统共同得出并整合了新的证据和论据,我们为自适应系统创造了永久保证。在本文中,我们为自适应系统的永久保证提供了背景框架和基础。我们详细阐述了提供永久保证,解决方案要求,实现技术和使解决方案适用的机制所面临的具体挑战。我们还提出了基准标准以比较解决方案。然后,我们提出了一个具体的范例,研究人员可以用来评估和比较永久适应自我保证的方法。

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