论文标题

物联网上用于数据处理的本地移动代理框架

Localized Mobile Agent Framework for data processing on Internet of Things

论文作者

Mahalakshmi, J., Krishna, P. Venkata

论文摘要

物联网(IoT)是最近趋势中提出的主要研究。物联网具有与任何对象建立通信的能力。物联网在数据收集时会产生大量的原始数据。因此,需要有效的机制来解决物联网问题。本文介绍了IoT的本地MAPREDUCE框架。该框架工作处理本地节点的数据,而无需将数据传输到云或高端服务器。移动药物可以从一个节点迁移到另一个节点进行数据处理,映射器和还原器用于代理重复和结果聚合。使用成本函数评估了提议的框架的性能,结果证明了效率的效率。

Internet of Things (IoT) is the major research filed in the recent trends. IoT has the ability to create communication with any object. IoT produces big amount of raw data at the time of data gathering. Therefore, there is a need of efficient mechanism to address the issue of IoT. This paper presents the localized MapReduce Framework for IoT. This frame work processes the data at the local nodes without transferring the data to the cloud or high end servers. The mobile agents have the ability to migrate from one node to another node for data processing, Mapper and Reducer are used for agent duplication and result aggregation. The performance of the proposed framework is evaluated using the cost function and the results proved the efficiency the proposed framework.

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