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Characterization of IoT Workloads

机译：物联网工作负载的表征

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摘要

Workload characterization is a fundamental step in carrying out performance and Quality of Service engineering studies. The workload of a system is defined as the set of all inputs received by the system from its environment during one or more time windows. The characterization of the workload entails determining the nature of its basic components as well as a quantitative and probabilistic description of the workload components in terms of both the arrival process, event counts, and service demands. Several workload characterization studies were presented for a variety of domains, except for IoT workloads. This is precisely the main contribution of this paper, which also presents a capacity planning study based on one of the workload characterizations presented here.
机译：工作负载表征是进行性能和服务质量工程研究的基本步骤。系统的工作负载定义为系统在一个或多个时间窗口内从其环境接收的所有输入的集合。工作负载的表征需要确定其基本组件的性质，并根据到达过程，事件计数和服务需求对工作负载组件进行定量和概率描述。除物联网工作负载外，还针对多个领域提出了几项工作负载表征研究。这正是本文的主要贡献，它也基于此处介绍的工作负荷特征之一，进行了容量规划研究。

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