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Open AccessJournal ArticleDOI

An Integrated Semantic Web Service Discovery and Composition Framework

TLDR
In this article, the authors present a theoretical analysis of graph-based service composition in terms of its dependency with service discovery, and define a composition framework by means of integration with fine-grained I/O service discovery that enables the generation of a graphbased composition which contains the set of services that are semantically relevant for an input-output request.
Abstract
In this paper we present a theoretical analysis of graph-based service composition in terms of its dependency with service discovery. Driven by this analysis we define a composition framework by means of integration with fine-grained I/O service discovery that enables the generation of a graph-based composition which contains the set of services that are semantically relevant for an input-output request. The proposed framework also includes an optimal composition search algorithm to extract the best composition from the graph minimising the length and the number of services, and different graph optimisations to improve the scalability of the system. A practical implementation used for the empirical analysis is also provided. This analysis proves the scalability and flexibility of our proposal and provides insights on how integrated composition systems can be designed in order to achieve good performance in real scenarios for the Web.

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Citations
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Journal ArticleDOI

Deep hybrid collaborative filtering for Web service recommendation

TL;DR: A novel deep learning based hybrid approach for Web service recommendation by combining collaborative filtering and textual content is proposed, which can achieve better recommendation performance than several state-of-the-art methods.
Journal ArticleDOI

A collaborative mobile edge computing and user solution for service composition in 5G systems

TL;DR: A real‐time, context‐aware, service‐composition collaborative framework that lies at the edge of the network, comprising MEC and user devices for fast composite service delivery is envisions.
Journal ArticleDOI

Web service discovery based on goal-oriented query expansion

TL;DR: A hybrid service discovery approach is developed by integrating goal-based matching with two practical approaches: keyword-based and topic model-based, which shows the effectiveness of this approach on a real-world dataset.
Journal ArticleDOI

A hybrid formal verification approach for QoS-aware multi-cloud service composition

TL;DR: A hybrid formal verification approach to assess the service composition in multi-cloud environments though the decreasing number of cloud providers to gain final service composition with a high level of Quality of Service (QoS).
Journal ArticleDOI

Cloud-SEnergy: A Bin-Packing Based Multi-Cloud Service Broker for Energy Efficient Composition and Execution of Data-intensive Applications

TL;DR: The results gained from the experiments demonstrate a superior performance of Cloud-SEnergy which ranged from an average energy consumption reduction of 4.3% when compared to Based Cloud technique, to an average reduction of 43.2% whenCompared to All Clouds technique.
References
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Journal ArticleDOI

A Formal Basis for the Heuristic Determination of Minimum Cost Paths

TL;DR: How heuristic information from the problem domain can be incorporated into a formal mathematical theory of graph searching is described and an optimality property of a class of search strategies is demonstrated.
Book ChapterDOI

Semantic Matching of Web Services Capabilities

TL;DR: In this article, the authors propose a solution based on DAML-S, a DAMLbased language for service description, and show how service capabilities are presented in the Profile section of a DAMl-S description and how a semantic match between advertisements and requests is performed.
Journal ArticleDOI

Service-Oriented Computing: State of the Art and Research Challenges

TL;DR: A service-oriented computing promotes the idea of assembling application components into a network of services that can be loosely coupled to create flexible, dynamic business processes and agile applications that span organizations and computing platforms.
Journal ArticleDOI

Semantic Web services

TL;DR: The authors propose the markup of Web services in the DAML family of Semantic Web markup languages, which enables a wide variety of agent technologies for automated Web service discovery, execution, composition and interoperation.
Book ChapterDOI

A survey of automated web service composition methods

TL;DR: An overview of recent research efforts of automatic Web service composition both from the workflow and AI planning research community is given.
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