使用iFogSim在云和雾混合基础设施中卸载

Mohammad Irfan Bala, M. Chishti
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引用次数: 15

摘要

随着物联网的引入,信息通信技术发生了前所未有的变化,物联网应用的实现主要依赖于计算、存储、网络等云服务。雾计算已经被引入作为云基础设施的补充,因为在不久的将来,物联网设备的需求将超过云的能力。我们的工作重点是通过在雾设备和云数据中心之间分布应用模块来有效利用云雾资源。将应用模块放在Fog设备上可以提高响应时间、延迟、能耗等性能参数。我们提出了两种负载均衡算法,并在iFogSim模拟器上对其性能进行了评估,并将其性能与纯云方法进行了比较。我们的方法是通用的,可以在绝大多数物联网应用中使用。
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Offloading in Cloud and Fog Hybrid Infrastructure Using iFogSim
The information and communication technology has witnessed unprecedented changes with the introduction of IoT and the implementation of IoT applications is mainly dependant on cloud services like compute, storage, networking, etc. Fog computing has been introduced as a complement to the cloud infrastructure because in near future demands of the IoT devices will exceed the capabilities of the cloud. Our work focuses on the efficient utilization of the Cloud-Fog resources by distributing the application modules among Fog devices and cloud data centers. Placing the application modules on Fog devices improves performance parameters like response time, latency, energy consumption, etc. We have proposed two load balancing algorithms whose performance has been evaluated on the iFogSim simulator and their performance has been compared with the cloud-only approach. Our approach is generic which can be used in the vast majority of IoT applications.
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