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Semantic Representation of Cloud Patterns and Services with Automated Reasoning to Support Cloud Application Portability

机译:支持自动应用程序推理的云模式和服务的语义表示

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摘要

During the past years the Cloud Computing offer has exponentially grown, with new Cloud providers, platforms and services being introduced in the IT market. The extreme variety of services, often providing non uniform and incompatible interfaces, makes it hard for customers to decide how to develop, or even worse to migrate, their own application into the Cloud. This situation can only get worse when customers want to exploit services from different providers, because of the portability and interoperability issues that often arise. In this paper we propose a uniform, integrated, machine-readable, semantic representation of cloud services, patterns, appliances and their compositions. Our approach aims at supporting the development of new applications for the Cloud environment, using semantic models and automatic reasoning to enhance potability and interoperability when multiple platforms are involved. In particular, the proposed reasoning procedure allows to: perform automatic discovery of Cloud services and Appliances; map between agnostic and vendor dependent Cloud Patterns and Services; automatically enrich the semantic knowledge base.
机译:在过去的几年中,随着IT市场中引入了新的云提供商,平台和服务,云计算产品呈指数增长。服务种类繁多,通常会提供不统一且不兼容的接口,使客户难以决定如何将自己的应用程序开发甚至迁移到云中。当客户希望利用来自不同提供商的服务时,这种情况只会变得更糟,因为经常会出现可移植性和互操作性问题。在本文中,我们提出了一种统一,集成,机器可读的云服务,模式,设备及其组成的语义表示。我们的方法旨在通过使用语义模型和自动推理来支持针对云环境的新应用程序的开发,以在涉及多个平台时增强可移植性和互操作性。特别地,所提出的推理程序允许执行以下操作:自动发现云服务和设备;在不可知论者和依赖于供应商的云模式和服务之间进行映射;自动丰富语义知识库。

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