分布式摄像系统中动态重构中间件

Milan Jovanovic, B. Rinner
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引用次数: 12

摘要

嵌入式智能摄像头网络是一项新兴技术,适用于广泛的普适计算应用,包括智能房间、智能基础设施和安全。智能摄像机将视频传感、处理和通信集成在单个嵌入式设备中,并提供足够的机载基础设施来执行高级视频分析任务。本文研究了分布式智能摄像机高效部署和运行所需的中间件服务。我们在这里关注的是自主和动态重新配置的服务。动态重新配置指的是软件任务的交换以及这些任务在运行时提供的qos级别的更改。与静态配置的网络相比,动态重新配置提供了几个优势,包括(i)在部署后和运行时修改功能,(ii)适应网络内部和外部状态的变化,以及(Hi)更好地利用可用资源。我们已经开发了使用策略进行动态重新配置的服务。策略有助于为重新配置过程指定规则。通过对策略的评估,计算出新的网络任务级配置。使用移动代理实现重新配置,以实现灵活且可扩展的中间件服务。监视应用程序演示了基于策略的中间件。
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Middleware for Dynamic Reconfiguration in Distributed Camera Systems
Networks of embedded smart cameras are an emerging technology for a broad range of pervasive computing applications including smart rooms, intelligent infrastructures and security. Smart cameras combine video sensing, processing and communication within a single embedded device and provide sufficient onboard infrastructure to perform high-level video analysis tasks. This paper deals with middleware services required for the efficient deployment and operation of distributed smart cameras. We focus here on services for autonomous and dynamic reconfiguration. Dynamic reconfiguration refers to the exchange of software tasks as well as the alteration of QoS-levels these tasks provide during runtime. Dynamic reconfiguration provides several advantages over statically configured networks including (i) modification of functionality after deployment and during runtime, (ii) adaptation of the network to changes in its internal and external state, and (Hi) better exploitation of the available resources. We have developed the services for dynamic reconfiguration using policies. Policies help to specify rules for the reconfiguration process. By evaluation the policy the new task-level configuration of the network is computed. The reconfiguration is implemented using mobile agents in order to achieve a flexible and scalable middleware service. Our policy-based middleware is demonstrated by a surveillance application.
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