基于启发式成本估计的基于图的自动服务组合

Q3 Business, Management and Accounting
Yunsu Lee, B. Kulvatunyou, Minchul Lee, Yun Peng, N. Ivezic
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引用次数: 1

摘要

目前,软件和硬件都被虚拟化,并在互联网上作为服务提供。公司有机会通过组合最适合其质量和成本需求的服务来改进其工作流。然而,随着越来越多的服务变得可用,计算机辅助的服务发现和组合变得至关重要。传统的服务表示和规划算法不能充分处理非功能特征、大量相似的操作符(即服务)和有限数量的对象(即每个服务的输入和输出)。本文分析了在自动服务组合、服务表示和规划算法方面的现有工作,并提出了一个新的框架来满足这些需求。它证明了所提出的框架提供了一个可接受的基于成本估计的启发式,保证了最小成本解(如果存在的话)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A graph-based automatic services composition based on cost estimation heuristic
Currently, both software and hardware are being virtualised and offered as services on the internet. Companies have an opportunity to improve their workflows by composing services that best suit their quality and cost requirements. However, as more services become available, computer-aided services discovery and composition become essential. Traditional service representation and planning algorithms do not adequately address non-functional characteristics, large numbers of similar operators (i.e., services), and limited numbers of objects (i.e., inputs and outputs per service). This paper analyses existing work in automatic services composition, service representation and planning algorithms and proposes a new framework to address those needs. It proves that the proposed framework provides an admissible heuristic based on cost estimations that guarantee a minimum cost solution, if one exists.
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来源期刊
International Journal of Services Operations and Informatics
International Journal of Services Operations and Informatics Business, Management and Accounting-Management Information Systems
CiteScore
1.60
自引率
0.00%
发文量
9
期刊介绍: The advances in distributed computing and networks make it possible to link people, heterogeneous service providers and physically isolated services efficiently and cost-effectively. As the economic dynamics and the complexity of service operations continue to increase, it becomes a critical challenge to leverage information technology in achieving world-class quality and productivity in the production and delivery of physical goods and services. The IJSOI, a fully refereed journal, provides the primary forum for both academic and industry researchers and practitioners to propose and foster discussion on state-of-the-art research and development in the areas of service operations and the role of informatics towards improving their efficiency and competitiveness.
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