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Article Dans Une Revue Service Oriented Computing and Applications Année : 2018

Fog computing for the integration of agents and web services in an autonomic reflexive middleware

Fog computing pour l'intégration d'agents et de services Web dans un middleware réflexif autonome

Résumé

Service Oriented Architecture (SOA) has emerged as a dominant architecture for interoperability between applications, by using a weak-coupled model based on the flexibility provided by Web Services, which has led to a wide range of applications, what is known as cloud computing. On the other hand, Multi-Agent System (MAS) is widely used in the industry, because it provides an appropriate solution to complex problems, in a proactive and intelligent way. Specifically, Intelligent Environments (Smart City, Smart Classroom, Cyber Physical System, and Smart Factory, among others) obtain great benefits by using both architectures, because MAS endows intelligence to the environment, while SOA enables users to interact with cloud services, which improve the capabilities of the devices deployed in the environment. Additionally, the fog computing paradigm extends the cloud computing paradigm to be closer to the things that produce and act on the intelligent environment, allowing to deal with issues like mobility, real time, low latency, geo-localization, among other aspects. In this sense, in this article we present a middleware, which not only is capable of allowing MAS and SOA to communicate in a bidirectional and transparent way, but also, it uses the fog computing paradigm autonomously, according to the context and to the system load factor. Additionally, we analyze the performance of the incorporation of the fog-computing paradigm in our middleware and compare it with other works.
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Dates et versions

hal-01903822 , version 1 (24-01-2020)

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Manuel Sanchez, José Aguilar, Ernesto Expósito. Fog computing for the integration of agents and web services in an autonomic reflexive middleware. Service Oriented Computing and Applications, 2018, pp.333-347. ⟨10.1007/s11761-018-0238-0⟩. ⟨hal-01903822⟩

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