Cooperative Fog Communications using A Multi-Level Load Balancing

Nour Mostafa
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引用次数: 7

Abstract

Fog Computing has been introduced as an emergence technology in Internet of Things (IoT). Fog Computing is introduced as a solution for many enterprises, which include computation, storage, and data exchange capabilities of edge, devises. Users, resources, and data are steadily increasing in number, making scalability and extensibility important issues. With the emergence of the Cloud/Fog it is expected that run time estimates will also be used for resource selection, workflow management, load balancing, and job monitoring. User preferences is the core elements of the fog/cloud service provider, as the idea is to learn, predict, optimize etc. Predictions are a very important step towards automatic resource management. This paper proposes a cooperative fogs system, which consider the user preferences e.g. delay, cost, and privacy and find the optimal choice that meet the user preferences. In addition to ensuring efficient utilization of resources to balance the load in fog computing.
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使用多级负载平衡的协同雾通信
雾计算作为物联网(IoT)的新兴技术被引入。雾计算是许多企业的一种解决方案,它包括边缘设备的计算、存储和数据交换功能。用户、资源和数据的数量在稳步增长,这使得可伸缩性和可扩展性成为重要问题。随着Cloud/Fog的出现,预计运行时评估也将用于资源选择、工作流管理、负载平衡和作业监控。用户偏好是雾/云服务提供商的核心要素,因为其理念是学习、预测、优化等。预测是实现自动资源管理的一个非常重要的步骤。本文提出了一种协作雾系统,该系统考虑用户的延迟、成本和隐私等偏好,并找到满足用户偏好的最优选择。在雾计算中,除了保证资源的有效利用外,还要平衡负载。
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