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无线传感器网络中利用改进型SDN-WISE协议的大数据处理方法 被引量:6
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作者 李云飞 李雪 邢丘丹 《计算机应用研究》 CSCD 北大核心 2020年第10期3121-3126,共6页
针对无线传感器网络(WSN)中数据量大、处理成本高的问题,提出了一种基于软件定义网络(SDN)和多播数据流路由算法的大数据方法,在WSN中实现大数据技术并计算其通信成本。首先,将MapReduce接口动态加载到WSN的适合节点中。然后,通过在控... 针对无线传感器网络(WSN)中数据量大、处理成本高的问题,提出了一种基于软件定义网络(SDN)和多播数据流路由算法的大数据方法,在WSN中实现大数据技术并计算其通信成本。首先,将MapReduce接口动态加载到WSN的适合节点中。然后,通过在控制器和传感器节点上改进SDN-WISE协议,在网络内实现map和reduce功能。最后,采用多播路由算法找到网络中MapReduce的最优部署方案,以确保部署方案的通信成本最小。通过操作系统Contiki集成上述功能和组件,在WSN中实现提出的方法并计算相应成本。在不同限制条件下的WSN中实现大数据处理实验,实验结果表明,该方法具有较好的经济性。 展开更多
关键词 无线传感器网络 软件定义网络 多播数据路由算法 MAPREDUCE Contiki 通信成本
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Minimum Cost Multi-Path Parallel Transmission with Delay Constraint by Extending Openflow 被引量:1
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作者 Kuangyu Qin Chuanhe Huang +2 位作者 N.Ganesan Kewei Liu Xi Chen 《China Communications》 SCIE CSCD 2018年第3期15-26,共12页
Sometimes user has the requirement to run a high bandwidth application over a low bandwidth network. But its implementation is not easy as the traditional network transmits data with only one path where its bandwidth ... Sometimes user has the requirement to run a high bandwidth application over a low bandwidth network. But its implementation is not easy as the traditional network transmits data with only one path where its bandwidth is lower than the demand. Although the current network technology like SDN has the ability to precisely control the data transmission in the network, but till now the standard openflow protocol does not support splitting one flow to multiple flows. In this paper, a flow splitting algorithm is proposed. The algorithm splits a data flow to multiple sub-flows by extending the openflow protocol. A multiple paths routing algorithm is also proposed to implement the multi-path parallel transmission in the paper. The algorithm selects multiple paths and minimizes the cost of transmission under the constraint of maximum delay and delay variance. The simulations show the algorithms can significantly improve the transmission performance. 展开更多
关键词 SDN OpenFlow multi-pathtransmission
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