Real-time large-scale big data networks analytics and visualization architecture

P. Chopade, J. Zhan, Kaushik Roy, K. Flurchick
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引用次数: 12

Abstract

Big data analytics and visualization emerged as socio-technical needs in this current century as well as will be main dominant workforces in next generation technologies. Today's social and technological operations are centered around massive data transfer. These activities are more predominant for dynamic real-time data handling and operations. Better visualization techniques will help for clear and effective understanding in any real-time dynamic systems. Existing data analytics and visualization environment lacks functional features while operating over wide range real-time dynamic systems. Considering the drawbacks of existing data visualization systems in this paper we put forward 'Large-Scale System Data Visualization' architecture i.e. X-SimViz. This XSimViz framework will allow users for interactive real-time i.e. dynamic data analytics and visualization.
实时大规模大数据网络分析和可视化架构
大数据分析和可视化在本世纪作为社会技术需求出现,并将成为下一代技术的主要主导劳动力。今天的社会和技术运作以大规模数据传输为中心。这些活动主要用于动态实时数据处理和操作。更好的可视化技术将有助于在任何实时动态系统中清晰有效地理解。现有的数据分析和可视化环境在操作大范围的实时动态系统时缺乏功能特性。针对现有数据可视化系统的不足,本文提出了“大规模系统数据可视化”体系结构,即X-SimViz。这个XSimViz框架将允许用户进行交互式实时,即动态数据分析和可视化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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