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Minimal role mining method for Web service composition

机译:Web服务组合的最小角色挖掘方法

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web service composition is a low cost and efficient way to leverage the existing resource and implementation. In current web service composition implementations, the issue of how to define the role for a new composite Web service has been little addressed. Adjusting the access control policy for a new composite Web service always causes substantial administration overhead from the security administrator. Furthermore, the distributed nature of Web service based applications makes traditional role mining methods obsolete. In this paper, we analyze the minimal role mining problem for web service composition, and prove that this problem is NP-complete. We propose a sub-optimal greedy algorithm based on the analysis of necessary role mapping for interoperation across multiple domains. Simulation shows the effectiveness of our algorithm, and compared to the existing methods, our algorithm has significant performance advantages. We also demonstrate the practical application of our method in a real agent based Web service system. The results show that our method could find the minimal role mapping efficiently.
机译:Web服务组合是一种利用现有资源和实现的低成本高效方法。在当前的Web服务组合实现中,如何定义新的复合Web服务的角色的问题很少得到解决。调整新的复合Web服务的访问控制策略总是会导致安全管理员的大量管理开销。此外,基于Web服务的应用程序的分布式性质使传统的角色挖掘方法过时了。在本文中,我们分析了Web服务组合的最小角色挖掘问题,并证明该问题是NP完全的。我们基于对跨多个域进行互操作的必要角色映射的分析,提出了一种次优贪婪算法。仿真表明了该算法的有效性,与现有方法相比,该算法具有明显的性能优势。我们还演示了我们的方法在基于真实代理的Web服务系统中的实际应用。结果表明,我们的方法可以有效地找到最小的角色映射。

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