Programmable architecture based on Software Defined Network for Internet of Things: Connected Dominated Sets approach

被引:40
作者
Bendouda, Djamila [1 ]
Rachedi, Abderrezak
Haffaf, Hafid
机构
[1] Oran 1 Ahmed Benbella Univ, Fac Sci, Dept Comp Sci, Res Lab Ind Comp & Networks LRIIR, POB 1524 El MNaouar, Oran, Algeria
来源
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE | 2018年 / 80卷
关键词
Internet of Things (IoT); Software Defined Networks (SDN); Centralized/distributed and semi-distributed; Connected Dominated Set (CDS); IOT;
D O I
10.1016/j.future.2017.09.070
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper, we propose a new programmable architecture based on Software Defined Network (SDN) paradigm for network control functionalities in Internet of Things (IoT) using the Connected Dominating Sets (CDS). In order to reduce the traffic load and to avoid a single point of failure at the controller node, we distribute the controllers role by introducing three levels of control: Principal Controller (PC), Secondary Controller (SC), the Local Controller (LC). The PC has a global view of the network infrastructure which is not the case of SC where it focuses only on one network technology. The LC acts locally by managing and relaying signaling messages from ordinary nodes to the SC. In order to select the LC nodes, we propose a Distributed Local Controller Connected Dominating Set algorithm (DLC-CDS). The DLC-CDS is a distributed algorithm with single phase and supports the dynamic network topology. The selection strategy of DLC-CDS is based on an important function named score, which is computed using the fuzzy logic and it depends on several parameters such as: the connectivity degree, the average link quality, and the rank. The performance of the proposed DLC-CDS are evaluated and compared with another solution named Distributed Single Phase-CDS (DSP-CDS) using many scenarios with different parameters: the node density and the radio range. The obtained results show that the DLC-CDS converges rapidly with a minimum CDS size compared to a DSP-CDS. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:188 / 197
页数:10
相关论文
共 28 条
[1]   Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications [J].
Al-Fuqaha, Ala ;
Guizani, Mohsen ;
Mohammadi, Mehdi ;
Aledhari, Mohammed ;
Ayyash, Moussa .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2015, 17 (04) :2347-2376
[2]   An SDN-Assisted Framework for Optimal Deployment of MapReduce Functions in WSNs [J].
Anadiotis, Angelos-Christos G. ;
Morabito, Giacomo ;
Palazzo, Sergio .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2016, 15 (09) :2165-2178
[3]  
Anadiotis ACG, 2015, 2015 IEEE 2ND WORLD FORUM ON INTERNET OF THINGS (WF-IOT), P579, DOI 10.1109/WF-IoT.2015.7389118
[4]  
[Anonymous], FUZZY LOGIC TOOLBOX
[5]  
[Anonymous], 14 ANN IEEE CONS COM
[6]  
Bendouda D., 2017, 13 INT WIR COMM MOB
[7]   A survey on mobility management protocols in Wireless Sensor Networks based on 6LoWPAN technology [J].
Bouaziz, Maha ;
Rachedi, Abderrezak .
COMPUTER COMMUNICATIONS, 2016, 74 :3-15
[8]  
Cheng X., 2004, INT WORKSH THEOR ASP, P376
[9]  
de Oliveira BT, 2015, 2015 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING (CSCN), P60, DOI 10.1109/CSCN.2015.7390421
[10]  
Galluccio L, 2015, IEEE CONF COMPUT, P19, DOI 10.1109/INFCOMW.2015.7179322