云计算环境下基于元启发式的Web服务组合方案的调查研究：分类、优势与局限

IF 1.5 4区计算机科学 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING

Concurrency and Computation-Practice & Experience Pub Date : 2025-07-31 DOI:10.1002/cpe.70175

Mohammad Ali Nezafat Tabalvandani, Mirsaeid Hosseini Shirvani

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引用次数: 0

摘要

云计算提供各种服务，其中web服务的区别在于它们的非功能属性，如实现成本、可靠性和可用性，这些都会影响解决方案的质量。组合服务以获得最佳质量是一个np困难问题，最好使用元启发式算法来解决。对文献的回顾确定了61篇来自真实和声誉良好的出版物的论文，这些论文通过这种算法解决了云环境中的web服务组合问题。本文对这些算法进行了分类，评估了实现方法、技术、标准和局限性，并比较了它们的有效性。此外，它还概述了未来的研究方向，以增强云环境中web服务组合挑战的解决方案。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Survey Study on Meta-Heuristic-Based Web Service Composition Schemes in Cloud Computing Environments: Classification, Advantages, and Limitations

Cloud computing offers various services, with web services distinguished by their non-functional attributes like implementation cost, reliability, and availability, which affect solution quality. Combining services to achieve optimal quality is an NP-hard problem, best tackled with meta-heuristic algorithms. A review of the literature identified 61 papers from authentic and well-reputed publications addressing web service composition in cloud environments via such algorithms. This review categorizes these algorithms, evaluated implementation methods, techniques, criteria, and limitations, and compares their effectiveness. Furthermore, it outlines future research directions to enhance solutions for the web service composition challenge in cloud settings.

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来源期刊

Concurrency and Computation-Practice & Experience 工程技术-计算机：理论方法

CiteScore

5.00

自引率

10.00%

发文量

664

审稿时长

9.6 months

期刊介绍： Concurrency and Computation: Practice and Experience (CCPE) publishes high-quality, original research papers, and authoritative research review papers, in the overlapping fields of: Parallel and distributed computing; High-performance computing; Computational and data science; Artificial intelligence and machine learning; Big data applications, algorithms, and systems; Network science; Ontologies and semantics; Security and privacy; Cloud/edge/fog computing; Green computing; and Quantum computing.