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Agent-based workbench for on-the-fly sensor-data analysis

机译:基于代理的工作台,可实时进行传感器数据分析

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The emergent popularity of wireless sensor networks and cloud-computing services brings us new opportunities of integrating them for performing on-the-fly sensor-data analysis with as many computing resources as needed. Yet, users are required to integrate sensor networks and cloud services manually, and even to redesign their data-analyzing software for its parallelization. To alleviate these problems, we are developing an agent-based workbench that consists of three independent but interlinked software tools: (1) the AgentTeamwork-Lite job coordinator, (2) the MASS middleware library, and (3) the Connector elastic data channel. AgentTeamwork-Lite has each computing node exchange resource information with neighbors, and deploys a job with a mobile agent that searches for idle nodes. MASS allows programmers to view their applications as a series of interaction among autonomic computation entities that are dynamically mapped to a cluster of multi-core machines. Connector separates descriptions of network address, communication protocol, and data-sampling conditions from applications. It automatically streams and hands off sensor data to migrating jobs. This paper presents an overview of our workbench and its applicability to orchard business.
机译:无线传感器网络和云计算服务的迅速普及为我们提供了将它们集成在一起以利用所需的尽可能多的计算资源执行动态传感器数据分析的新机会。但是,用户需要手动集成传感器网络和云服务,甚至需要重新设计其并行化的数据分析软件。为了减轻这些问题,我们正在开发一个基于代理的工作台,该工作台包括三个独立但相互链接的软件工具:(1)AgentTeamwork-Lite作业协调器,(2)MASS中间件库,以及(3)连接器弹性数据通道。 AgentTeamwork-Lite使每个计算节点与邻居交换资源信息,并与搜索空闲节点的移动代理部署作业。 MASS允许程序员将其应用程序视为自动计算实体之间的一系列交互,这些动态映射到多核计算机的集群。连接器将网络地址,通信协议和数据采样条件的描述与应用程序分开。它会自动流式传输传感器数据并将其移交给要迁移的作业。本文概述了我们的工作台及其在果园业务中的适用性。

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