复合web服务的收益最大化和质量保证

D. Worm, M. Zivkovic, H. V. D. Berg, R. Mei
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引用次数: 12

摘要

服务组合是基于服务的体系结构(SOA)的系统中的主要方法之一。由于服务执行环境固有的随机性,SOA中的组合服务质量保证问题是一个非常具有挑战性的问题。这种异构环境需要动态的、运行时的服务组合。我们将展示如何确定满足复合服务提供者的质量保证的策略,并以该提供者的收益最大化为目标。质量保证被定义为满足端到端截止日期的概率,同时考虑到服务可用性、(复合)服务响应时间和成本。计算出的策略是使用动态规划确定的,并允许对运行时组合进行快速决策。此外,我们还确定由确定的策略产生的端到端响应时间分布。我们用一些实验来说明所提出的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Revenue maximization with quality assurance for composite web services
Service composition is one of the major approaches in service oriented architecture (SOA) based systems. Due to the inherent stochastic nature of services execution environment the issue of composite service quality assurance within SOA is a very challenging one. Such heterogeneous environment requires dynamic, run-time composition of services. We show how to determine a policy that satisfies the quality assurance for the composite service provider with the aim of revenue maximization for this provider. The quality assurance is defined as the probability that end-to-end deadline will be met, while taking into account service availability, (composite) service response-time and costs. The calculated policy is determined using dynamic programming and allows fast decision making for run-time composition. Besides, we determine the end-to-end response-time distributions resulting from determined policies. We illustrate the proposed solution with a number of experiments.
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