Chitkara University Institute of Engineering and Technology, Chitkara University, Rajpura 140401, Punjab, India.
Department of Information and Computing Technology, University of Jeddah, Jeddah 21589, Saudi Arabia.
Sensors (Basel). 2018 Nov 15;18(11):3980. doi: 10.3390/s18113980.
Various heterogeneous devices or objects will be integrated for transparent and seamless communication under the umbrella of Internet of things (IoT). This would facilitate the open access of data for the growth of various digital services. Building a general framework of IoT is a complex task because of the heterogeneity in devices, technologies, platforms and services operating in the same system. In this paper, we mainly focus on the framework for Big Data analytics in Smart City applications, which being a broad category specifies the different domains for each application. IoT is intended to support the vision of Smart City, where advance technologies will be used for communication to improve the quality of life of citizens. A novel approach is proposed in this paper to enhance energy conservation and reduce the delay in Big Data gathering at tiny sensor nodes used in IoT framework. To implement the Smart City scenario in terms of Big Data in IoT, an efficient (optimized in quality of service) wireless sensor network (WSN) is required where communication of nodes is energy efficient. Thus, a new protocol, QoS-IoT(quality of service enabled IoT), is proposed on the top layer of the proposed architecture (the five-layer architecture consists of technology, data source, data management, application and utility programs) which is validated over the traditional protocols.
各种异构设备或对象将被集成到物联网(IoT)的保护伞下,以实现透明和无缝的通信。这将为各种数字服务的发展提供开放的数据访问。由于在同一系统中运行的设备、技术、平台和服务存在异构性,因此构建物联网的通用框架是一项复杂的任务。在本文中,我们主要关注智能城市应用中的大数据分析框架,作为一个广泛的类别,它指定了每个应用程序的不同领域。物联网旨在支持智慧城市的愿景,在智慧城市中,先进的技术将用于通信,以提高公民的生活质量。本文提出了一种新的方法,用于增强节能并减少物联网框架中微小传感器节点中大数据收集的延迟。为了在物联网中的大数据方面实现智慧城市场景,需要一个高效的(在服务质量方面进行了优化)无线传感器网络(WSN),其中节点的通信是节能的。因此,在提出的架构(由技术、数据源、数据管理、应用程序和实用程序程序组成的五层架构)的顶层提出了一种新协议 QoS-IoT(启用服务质量的物联网),并对其进行了验证传统协议。