资源约束环境下使用集群管理的大数据处理雾计算框架

Srinivasa Raju Rudraraju, N. Suryadevara, A. Negi
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摘要

本文介绍了雾计算集群环境下大数据集分布式存储和处理的实现细节。给出了基于Apache Spark的雾计算框架在资源受限环境下用于大数据应用的实现细节。通过对电子商务客户数据集和银行贷款信用风险数据集的案例研究进行评估,提出了在资源约束雾计算框架下与大数据处理、建模和预测相关的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fog computing framework for Big Data processing using cluster management in a resource-constraint environment
This article presents the implementation details related to the distributed storage and processing of big datasets in fog computing cluster environment. The implementation details of fog computing framework using Apache Spark for big data applications in a resource-constrained environment are given. The results related to Big Data processing, modeling, and prediction in a resource-constraint fog computing framework are presented by considering the evaluation of case studies using the e-commerce customer dataset and bank loan credit risk datasets.
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