Centralized QoS Routing Model for Delay/Loss Sensitive Flows at the SDN-IoT Infrastructure

被引:8
|
作者
Beshley, Mykola [1 ]
Kryvinska, Natalia [2 ]
Beshley, Halyna [1 ]
Medvetskyi, Mykhailo [1 ]
Barolli, Leonard [3 ]
机构
[1] Lviv Polytech Natl Univ, Dept Telecommun, UA-79013 Lvov, Ukraine
[2] Comenius Univ, Fac Management, Dept Informat Syst, Bratislava 82005, Slovakia
[3] Fukuoka Inst Technol FIT, Fac Informat Engn, Dept Informat & Commun Engn, Higashi Ku, Fukuoka 8110295, Japan
来源
CMC-COMPUTERS MATERIALS & CONTINUA | 2021年 / 69卷 / 03期
关键词
Internet of things; software defined networking; quality of services; routing; internet of video things; SOFTWARE-DEFINED NETWORKING; THINGS IOT; INTERNET; MANAGEMENT; ALGORITHM; ALLOCATION;
D O I
10.32604/cmc.2021.018625
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The rapidly increasing number of Internet of Things (IoT) devices and Quality of Service (QoS) requirements have made the provisioning of network solutions to meet this demand a major research topic. Providing fast and reliable routing paths based on the QoS requirements of IoT devices is very important task for Industry 4.0. The software-defined network is one of the most current interesting research developments, offering an efficient and effec-tive solution for centralized control and network intelligence. A new SDN-IoT paradigm has been proposed to improve network QoS, taking advantage of SDN architecture in IoT networks. At the present time, most publish-subscribe IoT platforms assume the same QoS requirements for all customers. How-ever, in many real-world scenarios of IoT applications, different subscribers may have different E2E delay requirements. Providing reliable differentiated services has become a relevant problem. For this we developed a technique for classifying IoT flows with the individual subscriber recommendation on the importance of certain parameters for particular classes of traffic taken into account. To improve the QoS for mission-critical IoT applications in large-scale SDN-IoT infrastructure, we focused on optimizing routing in the SDN. For this purpose, a centralized routing model based on QoS parame-ters and IoT priority flow for the SDN was proposed and implemented. We have compared the proposed routing model with the state-of-art deterministic multiconstrained centralized QoS routing model (DMCQR). The developed centralized routing model in comparison with the known DMCQR flow rout-ing achieved better balance of channel resources load due to rational choice of transmission paths for different traffic. And it was possible to reduce up to 3 times the average delay of real time flows service from end to end, for which with the existing DMCQR routing model the permissible delay rates were not met.
引用
收藏
页码:3727 / 3748
页数:22
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