AirCompSim:用于空中计算的离散事件模拟器

Baris Yamansavascilar, Atay Ozgovde, Cem Ersoy
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引用次数: 0

摘要

由于地面基础设施的固定容量无法满足用户的动态负载,包括无人机、飞机、气球和卫星在内的空中组件得到了广泛应用。然而,由于这些空中组件应相互协调,以实现所需的服务质量,因此已经定义了包括空中计算在内的几种下一代范例。然而,尽管存在许多关于空中计算的研究和公开研究课题,但测试环境有限,无法满足动态环境的性能评估要求。因此,在本研究中,我们介绍了离散事件模拟器 AirCompSim,它通过模块化结构满足了考虑动态变化的需求、负载和容量的空中计算环境。为了展示其能力,我们使用了一个动态容量增强场景来研究用户数量、无人机数量以及不同应用类型的需求对平均任务成功率、服务时间和服务器利用率的影响。结果表明,AirCompSim 可用于空中计算实验。
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AirCompSim: A Discrete Event Simulator for Air Computing
Air components, including UAVs, planes, balloons, and satellites have been widely utilized since the fixed capacity of ground infrastructure cannot meet the dynamic load of the users. However, since those air components should be coordinated in order to achieve the desired quality of service, several next-generation paradigms have been defined including air computing. Nevertheless, even though many studies and open research issues exist for air computing, there are limited test environments that cannot satisfy the performance evaluation requirements of the dynamic environment. Therefore, in this study, we introduce our discrete event simulator, AirCompSim, which fulfills an air computing environment considering dynamically changing requirements, loads, and capacities through its modular structure. To show its capabilities, a dynamic capacity enhancement scenario is used for investigating the effect of the number of users, UAVs, and requirements of different application types on the average task success rate, service time, and server utilization. The results demonstrate that AirCompSim can be used for experiments in air computing.
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