Orchestrator:一个活动资源编排框架,用于在富传感器的移动环境中进行移动上下文监控

Seungwoo Kang, Youngki Lee, Chulhong Min, Younghyun Ju, Taiwoo Park, Jinwon Lee, Yunseok Rhee, Junehwa Song
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引用次数: 73

摘要

在本文中,我们介绍了Orchestrator,一个用于移动上下文监控的活动资源编排框架。新兴的普适环境将引入泛尺度传感器丰富的移动平台,该平台由移动设备和许多可穿戴和空间嵌入式传感器组成。在这样的环境中,使需要连续上下文监视的多个上下文感知应用程序同时运行并共享高度稀缺的动态资源是一项挑战。Orchestrator使多个应用程序能够有效地共享资源,同时利用整个系统资源的全部容量并为用户提供高质量的服务。为了实现有效的编排,我们提出了一种主动的资源使用编排方法,该方法可以主动地为应用程序找到适当的资源使用,并根据动态系统条件灵活地利用它们。Orchestrator构建在一个原型平台上,该平台由现成的移动设备和传感器模块组成。我们介绍了Orchestrator的详细设计、实现和评估。评估结果表明,Orchestrator以一种资源高效的方式支持应用程序。
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Orchestrator: An active resource orchestration framework for mobile context monitoring in sensor-rich mobile environments
In this paper, we present Orchestrator, an active resource orchestration framework for mobile context monitoring. Emerging pervasive environments will introduce a PAN-scale sensor-rich mobile platform consisting of a mobile device and many wearable and space-embedded sensors. In such environments, it is challenging to enable multiple context-aware applications requiring continuous context monitoring to simultaneously run and share highly scarce and dynamic resources. Orchestrator enables multiple applications to effectively share the resources while exploiting the full capacity of overall system resources and providing high-quality service to users. For effective orchestration, we propose an active resource use orchestration approach that actively finds appropriate resource uses for applications and flexibly utilizes them depending on dynamic system conditions. Orchestrator is built upon a prototype platform that consists of off-the-shelf mobile devices and sensor motes. We present the detailed design, implementation, and evaluation of Orchestrator. The evaluation results show that Orchestrator enables applications in a resource-efficient way.
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