NDLI: The Emergence of Edge-Centric Distributed IoT Analytics Platforms

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The Emergence of Edge-Centric Distributed IoT Analytics Platforms

Content Provider	Scilit
Author	Rehman, Muhammad Habib Ur Jayaraman, Prem Prakash Perera, Charith
Copyright Year	2017
Description	This chapter aims to present device-centric distributed Internet of Things (IoT) analytics systems and highlights three major contributions: Mobile Sensor Data Processing Engine (MOSDEN), Context-Aware Real-time Data Analytics Platform (CARDAP), and UniMiner. It defines the role of analytics in IoT systems and discusses variants of analytics methods and cloud-based analytics systems for IoTs. The chapter presents device-centric mobile and immobile IoT systems and also presents the speculated multitier architecture for device-centric distributed analytics systems. Device-centric IoT systems are designed to delegate control of application execution at the device end by using IoT devices as the primary platform for performing data analytics. Device-centric IoT systems also enable us to preserve the privacy and security of devices and users by delegating complete control of application execution and data sharing at the device end. The primary focus of MOSDEN design was on distributed processing, scalability, community-based development, and usability. The CARDAP architecture facilitates distributed data processing and enables multiple data processing strategies. Book Name: Internet of Things
Related Links	https://content.taylorfrancis.com/books/download?dac=C2016-0-95566-1&isbn=9781315155005&doi=10.1201/9781315155005-11&format=pdf
Ending Page	228
Page Count	16
Starting Page	213
DOI	10.1201/9781315155005-11
Language	English
Publisher	Informa UK Limited
Publisher Date	2017-12-15
Access Restriction	Open
Subject Keyword	Book Name: Internet of Things Computation Theory and Mathematics Telecommunications Architecture Data Analytics Present Device Centric
Content Type	Text
Resource Type	Chapter

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