Research on Resource Hierarchical Scheduling Based on multiple QoS for IoT

Chunguang Zhang, Guangping Zeng, Zhiying Ren, Xuyan Tu
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引用次数: 0

Abstract

The existing internet of things (IoT) system generally adopt the single scheduling strategy of first-come-first-serve, which fails to meet the real-time and personalized request of different users. Because of the complexity of the IoT system and the diversity of the objectives requirements, definition of Quality of Service (QoS) and formal model are established for Internet of things. In this paper, a multi-QoS driven resources hierarchical scheduling architecture for IoT is proposed based on information entropy. The method contains two main processes is presented, i.e. classification request scheduling and accurate selection scheduling. Simulation results show that the method can maintain the fairness of the request, and ensure that the high priority service requests are processed first to achieve personalized and optimal utilization of resources.
基于多QoS的物联网资源分层调度研究
现有的物联网系统普遍采用先到先得的单一调度策略,无法满足不同用户的实时性和个性化需求。由于物联网系统的复杂性和目标需求的多样性,物联网需要建立服务质量(QoS)的定义和形式化模型。提出了一种基于信息熵的多qos驱动的物联网资源分层调度体系结构。该方法包括分类请求调度和精确选择调度两个主要过程。仿真结果表明,该方法能够保持请求的公平性,保证优先处理高优先级的服务请求,实现资源的个性化和最优利用。
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