OS Support for Adaptive Components in Self-aware Systems

João Gabriel Reis, A. A. Fröhlich
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Abstract

The current pace of innovation in computing makes it difficult to assume a fixed set of requirements for the whole life span of a system. Aggressive technology scaling also imposes additional constraints to modern hardware platforms. An answer to this question are self-aware systems, which are capable of autonomously sensing and actuating upon themselves to cope with varying requirements. In this paper, we discuss the design and implementation of adaptive components in this scenario from the perspective of the OS. Components can exist in multiple avors that can by dynamically chosen according to current demands. The proposed framework supports this variability for components while preserving their interface contracts, even if avors exist in different domains (software, hardware, remote). The synthesis process delivers tailored wrapper for components according to their avors. Besides reconfiguration, we also support adaptations through dynamic power management and task remapping. The framework also supports component designers in terms of sensing via an event-based mechanism. The framework is validated through a case with three adaptive components in a telecommunication switch (AES, ADPCM, and DTMF) with little overhead both in terms of execution time and memory/silicon consumption.
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自感知系统中自适应组件的操作系统支持
当前计算领域的创新速度使得很难在系统的整个生命周期内假定一组固定的需求。激进的技术扩展也给现代硬件平台带来了额外的限制。这个问题的答案是自我意识系统,它能够自主感知和驱动自己来应对不同的需求。在本文中,我们从操作系统的角度讨论了该场景下自适应组件的设计和实现。组件可以以多种形式存在,可以根据当前需求动态选择。建议的框架支持组件的这种可变性,同时保留它们的接口契约,即使青睐者存在于不同的领域(软件、硬件、远程)。合成过程根据组件的喜好提供定制的包装。除了重新配置,我们还通过动态电源管理和任务重新映射支持自适应。该框架还支持组件设计人员通过基于事件的机制进行感知。该框架通过在电信交换机中使用三个自适应组件(AES、ADPCM和DTMF)的案例进行验证,在执行时间和内存/硅消耗方面的开销很小。
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