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Journal ArticleDOI

Serving at the Edge: A Scalable IoT Architecture Based on Transparent Computing

Ju Ren, +3 more
- 03 Aug 2017 - 
- Vol. 31, Iss: 5, pp 96-105
TLDR
This article first proposes a transparent computing based IoT architecture, and clearly identifies its advantages and associated challenges, and presents a case study to clearly show how to build scalable lightweight wearables with the proposed architecture.
Abstract
By moving service provisioning from the cloud to the edge, edge computing becomes a promising solution in the era of IoT to meet the delay requirements of IoT applications, enhance the scalability and energy efficiency of lightweight IoT devices, provide contextual information processing, and mitigate the traffic burdens of the backbone network. However, as an emerging field of study, edge computing is still in its infancy and faces many challenges in its implementation and standardization. In this article, we study an implementation of edge computing, which exploits transparent computing to build scalable IoT platforms. Specifically, we first propose a transparent computing based IoT architecture, and clearly identify its advantages and associated challenges. Then, we present a case study to clearly show how to build scalable lightweight wearables with the proposed architecture. Some future directions are finally pointed out to foster continued research efforts.

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Citations
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Journal ArticleDOI

Learning IoT in Edge: Deep Learning for the Internet of Things with Edge Computing

He Li, +2 more
- 26 Jan 2018 - 
TL;DR: This article first introduces deep learning for IoTs into the edge computing environment, and designs a novel offloading strategy to optimize the performance of IoT deep learning applications with edge computing.
Journal ArticleDOI

All one needs to know about fog computing and related edge computing paradigms: A complete survey

TL;DR: This paper provides a tutorial on fog computing and its related computing paradigms, including their similarities and differences, and provides a taxonomy of research topics in fog computing.
Journal ArticleDOI

A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security

TL;DR: A comprehensive survey of ML methods and recent advances in DL methods that can be used to develop enhanced security methods for IoT systems and presents the opportunities, advantages and shortcomings of each method.
Journal ArticleDOI

Survey on Multi-Access Edge Computing for Internet of Things Realization

TL;DR: This survey provides a holistic overview on the exploitation of MEC technology for the realization of IoT applications and their synergies and discusses the technical aspects of enabling MEC in IoT and provides some insight into various other integration technologies therein.
Journal ArticleDOI

A Survey on End-Edge-Cloud Orchestrated Network Computing Paradigms: Transparent Computing, Mobile Edge Computing, Fog Computing, and Cloudlet

TL;DR: A comprehensive survey of emerging computing paradigms from the perspective of end-edge-cloud orchestration is presented to discuss state-of-the-art research in terms of computation offloading, caching, security, and privacy.
References
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Journal ArticleDOI

Edge Computing: Vision and Challenges

TL;DR: The definition of edge computing is introduced, followed by several case studies, ranging from cloud offloading to smart home and city, as well as collaborative edge to materialize the concept of edge Computing.
Proceedings ArticleDOI

Fog computing and its role in the internet of things

TL;DR: This paper argues that the above characteristics make the Fog the appropriate platform for a number of critical Internet of Things services and applications, namely, Connected Vehicle, Smart Grid, Smart Cities, and, in general, Wireless Sensors and Actuators Networks (WSANs).
Journal ArticleDOI

The Case for VM-Based Cloudlets in Mobile Computing

TL;DR: The results from a proof-of-concept prototype suggest that VM technology can indeed help meet the need for rapid customization of infrastructure for diverse applications, and this article discusses the technical obstacles to these transformations and proposes a new architecture for overcoming them.
Book ChapterDOI

Fog Computing and Its Role in the Internet of Things

TL;DR: This chapter argues that the above characteristics make the Fog the appropriate platform for a number of critical internet of things services and applications, namely connected vehicle, smart grid, smart cities, and in general, wireless sensors and actuators networks (WSANs).
Journal ArticleDOI

Fog and IoT: An Overview of Research Opportunities

TL;DR: This survey paper summarizes the opportunities and challenges of fog, focusing primarily in the networking context of IoT.
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