Estudo de uma arquitetura orientada a serviços aplicada a uma plataforma para mineração de dados

Abstract

This work is a study of the SOA paradigm (Service-Oriented Architecture), defined as a paradigm for organizing and utilizing distributed capabilities that may be under control of different ownership domains. As an embodiment of the SOA model, is studied viablity of the standard for communication between Web Services applications. Moreover, describes a model of Web platform called SwarmMineWeb, a SOA-based platform for integration with a Data Mining tool aiming interoperability and easy integration with other applications. To do so, shows the necessary steps for the design and development of both services, and client-applications, for the platform. To implement this model, some technologies were used, such as HTTP (Hyper Text Transfer Protocol), XML (Extensible Markup Language), WSDL (Web Service Description Language) together with UDDI (Universal Description, Discovery and Integration) and SOAP (Simple Object Access Protocol). In development was used the library WEKA as basis for implementation of data mining algorithms, the framework AXIS2 as a SOAP implementation for Web Services and Google Web Toolkit Framework for the development of the interface.