Research on scheduling method based on traffic matrix for IoT security

Shaohua Cao; Dongjie Zhu; Guofu Li; Yanwu Zhang; Xiani Fan; Shanshan Geng; Haiwen Du; Ning Cao

doi:10.1002/nem.2101

Research on scheduling method based on traffic matrix for IoT security

Shaohua Cao
, Dongjie Zhu
, Guofu Li
, Yanwu Zhang
, Xiani Fan
, Shanshan Geng
, Haiwen Du
, Ning Cao^*

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

Abstract

With the increasing number of sensors in the Internet of Things (IoT), network nodes are prone to load imbalance, which seriously affects the reliability and scalability of the IoT. In this paper, a method of load balancing is proposed to reduce the pressure of switches in IoT and improve the efficiency of switch. The method is based on software defined network (SDN) technology using dynamic traffic scheduling of server cluster (DTSSC) model. It obtains the traffic and load matrices for each server and achieves load balancing on each of them. This method has high efficiency and low overhead and is easy to deploy. The validity of this method is verified through experiments; ie, the load ratio of each server is balanced.

Original language	English
Article number	e2101
Journal	International Journal of Network Management
Volume	31
Issue number	2
DOIs	https://doi.org/10.1002/nem.2101
State	Published - 1 Mar 2021
Externally published	Yes

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10.1002/nem.2101

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title = "Research on scheduling method based on traffic matrix for IoT security",

abstract = "With the increasing number of sensors in the Internet of Things (IoT), network nodes are prone to load imbalance, which seriously affects the reliability and scalability of the IoT. In this paper, a method of load balancing is proposed to reduce the pressure of switches in IoT and improve the efficiency of switch. The method is based on software defined network (SDN) technology using dynamic traffic scheduling of server cluster (DTSSC) model. It obtains the traffic and load matrices for each server and achieves load balancing on each of them. This method has high efficiency and low overhead and is easy to deploy. The validity of this method is verified through experiments; ie, the load ratio of each server is balanced.",

author = "Shaohua Cao and Dongjie Zhu and Guofu Li and Yanwu Zhang and Xiani Fan and Shanshan Geng and Haiwen Du and Ning Cao",

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T1 - Research on scheduling method based on traffic matrix for IoT security

AU - Cao, Shaohua

AU - Zhu, Dongjie

AU - Li, Guofu

AU - Zhang, Yanwu

AU - Fan, Xiani

AU - Geng, Shanshan

AU - Du, Haiwen

AU - Cao, Ning

PY - 2021/3/1

Y1 - 2021/3/1

N2 - With the increasing number of sensors in the Internet of Things (IoT), network nodes are prone to load imbalance, which seriously affects the reliability and scalability of the IoT. In this paper, a method of load balancing is proposed to reduce the pressure of switches in IoT and improve the efficiency of switch. The method is based on software defined network (SDN) technology using dynamic traffic scheduling of server cluster (DTSSC) model. It obtains the traffic and load matrices for each server and achieves load balancing on each of them. This method has high efficiency and low overhead and is easy to deploy. The validity of this method is verified through experiments; ie, the load ratio of each server is balanced.

AB - With the increasing number of sensors in the Internet of Things (IoT), network nodes are prone to load imbalance, which seriously affects the reliability and scalability of the IoT. In this paper, a method of load balancing is proposed to reduce the pressure of switches in IoT and improve the efficiency of switch. The method is based on software defined network (SDN) technology using dynamic traffic scheduling of server cluster (DTSSC) model. It obtains the traffic and load matrices for each server and achieves load balancing on each of them. This method has high efficiency and low overhead and is easy to deploy. The validity of this method is verified through experiments; ie, the load ratio of each server is balanced.

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DO - 10.1002/nem.2101

M3 - 文章

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SN - 1055-7148

VL - 31

JO - International Journal of Network Management

JF - International Journal of Network Management

IS - 2

M1 - e2101

ER -

Research on scheduling method based on traffic matrix for IoT security

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