Empirical study of distribution based on voyager: a performance analysis

Sergio Viademonte, Frada Burstein, Fabio G. Beckenkamp

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    Abstract

    The paper describes the model, implementation and experimental evaluation of a distributed Kohonen Neural Network application (Kohonen Application). The aim of this research is to empirically verify the suitability and the performance of a distributed application based on mobile objects and, in perspective, intelligent agents. This research is aims to provide distribution features in decision support systems. The experiment was based in the Java-ABC project. The Java-ABC project is concerned with flexible software architecture for decision support systems, which rely on artificial neural network (ANN) technology. Three parameters: used CPU, used memory (RAM) and time consumed by each Kohonen Application, were taken as evaluation measures in this experiment. Three hardware environments were used: two PCs (one local and one remote) under Windows NT with different RAM capacity and a SUN Ultra under SunOS 5.6. This paper presents the comparison of performance measures from our experimental studies and the analysis of the results. In conclusion, the paper presents the implications of these results for the area of distributed intelligent decision support and future directions of this work.

    Original languageEnglish
    Title of host publicationProceedings of the Hawaii International Conference on System Sciences
    Number of pages1
    Publication statusPublished - 1 Jan 2000
    EventHawaii International Conference on System Sciences 2000 - Maui, United States of America
    Duration: 7 Jan 20007 Jan 2000
    Conference number: 33rd
    https://ieeexplore.ieee.org/xpl/conhome/6709/proceeding (Proceedings)

    Conference

    ConferenceHawaii International Conference on System Sciences 2000
    Abbreviated titleHICSS 2000
    CountryUnited States of America
    CityMaui
    Period7/01/007/01/00
    Internet address

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