Cloud computing for Internet of Things & sensing based applications
Cloud computing for Internet of Things & sensing based applications
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DOI：
10.1109/icsenst.2012.6461705
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发表时间：
2012-12
期刊：
影响因子：
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通讯作者：
Prahlada Rao B.B.;P. Saluia;N. Sharma;A. Mittal;S. Sharma
中科院分区：
文献类型：
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作者：
Prahlada Rao B.B.;P. Saluia;N. Sharma;A. Mittal;S. Sharma
物联网（IoT）是一个概念，它设想我们周围的所有对象都是互联网的一部分。物联网的覆盖范围非常广泛，包括智能手机、平板电脑、数码相机、传感器等各种物体，一旦所有这些设备相互连接，它们就会实现越来越多的智能流程和服务，以支持我们的基本需求、经济、环境和健康。如此庞大数量的设备连接到互联网提供了多种服务，并产生了大量的数据和信息。云计算是一种按需访问可配置资源（例如，计算、网络、服务器、存储、应用程序、服务和软件）共享池的模型，这些资源可以轻松地作为基础设施（IaaS）、软件和应用程序（SaaS）提供。基于云的平台有助于连接到我们周围的事物（IaaS），以便我们可以使用自定义门户和内置应用程序（SaaS）以用户友好的方式随时随地访问任何内容。因此，云作为接入物联网的前端。与传感器等设备交互的应用程序对存储大数据的海量存储、实现数据真实的实时处理的巨大计算能力以及用于流式传输音频或视频的高速网络有特殊要求。在本文中，我们描述了物联网和云计算如何协同工作来解决大数据问题。我们还说明了传感作为云服务使用一些应用程序，如增强现实，农业和环境监测。最后，我们还提出了一个原型模型，在云上提供传感作为一种服务。
Internet of Things (IoT) is a concept that envisions all objects around us as part of internet. IoT coverage is very wide and include variety of objects like smart phones, tablets, digital cameras, sensors, etc. Once all these devices are connected with each other, they enable more and more smart processes and services that support our basic needs, economies, environment and health. Such enormous number of devices connected to internet provides many kinds of services and produce huge amount of data and information. Cloud computing is a model for on-demand access to a shared pool of configurable resources (e.g. compute, networks, servers, storage, applications, services, and software) that can be easily provisioned as Infrastructure (IaaS), software and applications (SaaS). Cloud based platforms help to connect to the things (IaaS) around us so that we can access anything at any time and any place in a user friendly manner using customized portals and in built applications (SaaS). Hence, cloud acts as a front end to access Internet of Things. Applications that interact with devices like sensors have special requirements of massive storage to storage big data, huge computation power to enable the real time processing of the data, and high speed network to stream audio or video. In this paper, we describe how Internet of Things and Cloud computing can work together can address the Big Data issues. We also illustrate about Sensing as a service on cloud using few applications like Augmented Reality, Agriculture and Environment monitoring. Finally, we also propose a prototype model for providing sensing as a service on cloud.