Fog Computing, Cloud Computing and IoT Environment: Advanced Broker Management System

被引:8
|
作者
Al Masarweh, Mohammed [1 ]
Alwada'n, Tariq [2 ]
Afandi, Waleed [1 ]
机构
[1] King Abdulaziz Univ, Coll Business Rabigh, Dept Management Informat Syst, Jeddah 25732, Saudi Arabia
[2] Teesside Univ, Sch Comp Engn & Digital Technol, Middlesbrough TS1 3BX, Cleveland, England
关键词
cloud service broker; quality of service; round robin; weighted fair queuing; fog computing; constrained application protocol; simple network management protocol; SECURITY; EDGE;
D O I
10.3390/jsan11040084
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing is a massive amount of dynamic ad distributed resources that are delivered on request to clients over the Internet. Typical centralized cloud computing models may have difficulty dealing with challenges caused by IoT applications, such as network failure, latency, and capacity constraints. One of the introduced methods to solve these challenges is fog computing which makes the cloud closer to IoT devices. A system for dynamic congestion management brokerage is presented in this paper. With this proposed system, the IoT quality of service (QoS) requirements as defined by the service-level agreement (SLA) can be met as the massive amount of cloud requests come from the fog broker layer. In addition, a forwarding policy is introduced which helps the cloud service broker to select and forward the high-priority requests to the appropriate cloud resources from fog brokers and cloud users. This proposed idea is influenced by the weighted fair queuing (WFQ) Cisco queuing mechanism to simplify the management and control of the congestion that may possibly take place at the cloud service broker side. The system proposed in this paper is evaluated using iFogSim and CloudSim tools, and the results demonstrate that it improves IoT (QoS) compliance, while also avoiding cloud SLA violations.
引用
收藏
页数:17
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