面向可靠应用的智能环境故障预防

E. Warriach, T. Ozcelebi, J. Lukkien
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引用次数: 4

摘要

智能环境应用程序的功能和性能可能会受到故障的影响。容错解决方案的目标是在存在故障的情况下实现优雅的性能下降,理想情况下不会导致应用程序故障。这是一种被动的方法,它本身没有提供足够的灵活性和时间来防止潜在的故障。我们提出了一种主动故障预防框架,该框架预测潜在的底层硬件、软件和网络故障,并尝试通过动态适应来预防它们。我们设想提出的框架将更好地控制智能环境应用程序的性能下降,提高可靠性和可用性,并减少手动用户干预的数量。
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Fault-Prevention in Smart Environments for Dependable Applications
The functionality and the performance of smart environment applications can be hampered by faults. Fault tolerance solutions aim to achieve graceful performance degradation in the presence of faults, ideally without leading to application failures. This is a reactive approach and, by itself, gives little flexibility and time for preventing potential failures. We propose a proactive fault-prevention framework, which predicts potential low-level hardware, software and network faults and tries to prevent them via dynamic adaptation. We envision that the proposed framework will provide better control over performance degradation of smart environment applications, increased reliability and availability, and a reduced number of manual user interventions.
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