自适应分布式系统的基准测试与评估支持

A. Vilenica, W. Lamersdorf
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引用次数: 5

摘要

越来越多的分布式系统必须处理高度动态和难以预测的环境。这种趋势,连同对复杂的非功能系统需求的不断增长的需求,对传统分布式系统的开发和操作(即管理)都提出了挑战。应对这些挑战的一种有希望的方法是自适应分布式系统,其特点是具有配置和维护自身的能力。然而,自适应系统的内在动态需要密集的评估和基准工作,以确保预期的系统行为。为了支持这一点,本文提出了一个框架,旨在支持自适应分布式系统的名义-实际比较,以及针对特定软件实现任务的不同自适应解决方案的比较。底层方法由(i)声明性定义语言和(ii)能够对不同软件实现进行评估和基准测试的软件组件组成。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Benchmarking and Evaluation Support for Self-Adaptive Distributed Systems
Increasingly, distributed systems have to deal with highly dynamic and hardly predictable environments. This trend, in conjunction with rising demands for sophisticated non-functional system requirements, challenges both the development and operation (i.e. management) of traditional distributed systems. One promising approach to cope with these challenges are self-adaptive distributed systems that are characterized by the capability to configure and maintain themselves. However, the inherent dynamic of self-adaptive systems requires intensive evaluation and benchmarking efforts in order to ensure the intended system behaviour. In order to support that, this paper presents a framework that aims at supporting the nominal-actual comparison of self-adaptive distributed systems as well as the comparison of different self-adaptive solutions with respect to a specific software implementation task. The underlying approach consists of (i) a declarative definition language and (ii) a software component that is capable of conducting evaluations and benchmarks on different software implementations.
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