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Hierarchical Mobile Edge Computing Architecture Based on Context Awareness
2018
Applied Sciences
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Mobile Edge Computing (MEC) has emerged. ...
So, this paper proposes hierarchical MEC architecture in which MEC servers (MECS) are arranged in a hierarchical scheme to provide users with rapid content delivery, high computing performance, and efficient ...
[18] , proposed a hierarchical mobile edge computing (HI-MEC) architecture. ...
doi:10.3390/app8071160
fatcat:imk7adpaknhjroehmbscnnuq7e
An Edge-Computing Based Architecture for Mobile Augmented Reality
[article]
2018
arXiv
pre-print
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Then, we propose a novel hierarchical computation architecture by inserting an edge layer between the conventional user layer and cloud layer. ...
In order to mitigate the long processing delay and high energy consumption of mobile augmented reality (AR) applications, mobile edge computing (MEC) has been recently proposed and is envisioned as a promising ...
A hierarchical computation architecture is first developed, which is composed of three layers: the user layer, the edge layer, and the cloud layer. ...
arXiv:1810.02509v2
fatcat:nig7txlx6ncq3fkkywkggukxgi
Cooperative-hierarchical based edge-computing approach for resources allocation of distributed mobile and IoT applications
2020
International Journal of Electrical and Computer Engineering (IJECE)
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Therefore, edge computing paradigm has emerged to satisfy such demands, by providing an extension for cloud resources at the network edge, and consequently, they become closer to end-user devices. ...
In this paper, exploiting edge resources is studied; therefore, a cooperative-hierarchical approach for executing the pre-partitioned applications' modules between edges resources is proposed, in order ...
method.Cooperative hierarchical based edge-computing approach for resources allocation of ... ...
doi:10.11591/ijece.v10i1.pp296-307
fatcat:p3eg4ktohvfyvmj4k73gznhkl4
A Component-based Modeling of Edge Systems Computing
2018
International Conference on Advanced Aspects of Software Engineering
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To overcome this limitation, Edge paradigms, as Fog computing, Edge computing and Mobile Cloud computing, have been proposed, where cloud services are extended to the edge of the network to decrease the ...
This paper proposes a software architecture supporting the modelling of Edge computing dedicated systems. The current situation of emerging Edge paradigms is analyzed in detail. ...
Fog computing, Edge computing and Mobile Cloud computing, have been proposed to subdue the shortcomings of cloud computing by transferring some of the core functions of cloud towards the network edge. ...
dblp:conf/icaase/SehoutGBB18
fatcat:cowszsw4fzc7rlrohqgtsy4quy
Smart Privacy Protection for Big Video Data Storage Based on Hierarchical Edge Computing
2020
Sensors
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hierarchical edge computing architecture, and propose a low-complexity and high-secure scheme based on it. ...
Simulation experiments and theoretical analysis demonstrate that our proposed scheme can not only provide smart privacy protection for big video data storage based on the hierarchical edge computing, but ...
Acknowledgments: We thank the editor and anonymous reviewers for their diligent work on our paper.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s20051517
pmid:32164160
fatcat:akq2lt6y3fftbkj5jpa72uhfdm
Load Balanced Data Transmission Strategy Based on Cloud–Edge–End Collaboration in the Internet of Things
2022
Sustainability
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of different edge devices, constructs a four-layer heterogeneous IoT framework under cloud–edge–end (CEE) collaboration, and gives the corresponding data hierarchical transmission strategy, so as to effectively ...
Especially, compared with the cloud-mist framework without refining the edge layer, the data transmission rate based on CEE collaboration architecture is increased by about 27.3%, 12.7%, and 8%, respectively ...
Acknowledgments: The authors would like to appreciate the editors and the anonymous reviewers for their insightful suggestions to improve the quality of this paper. ...
doi:10.3390/su14159602
fatcat:5rzheccwwnalznu3ftx7kjahla
Trends in Cloud Computing Paradigms: Fundamental Issues, Recent Advances, and Research Directions toward 6G Fog Networks
[chapter]
2021
Moving Broadband Mobile Communications Forward - Intelligent Technologies for 5G and Beyond [Working Title]
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There has been significant research interest in various computing-based paradigms such as cloud computing, Internet of Things, fog computing, and edge computing, due to their various associated advantages ...
In this chapter, we present a comprehensive review of these architectures and their associated concepts. ...
Computing Paradigms: Fundamental Issues, Recent Advances, and Research… DOI: http://dx.doi.org /10.5772/intechopen.98315 ...
doi:10.5772/intechopen.98315
fatcat:kfq7sbj66rgfbnueblmynosofm
Fog Computing and Networking: Part 2
2017
IEEE Communications Magazine
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Also, "TelcoFog: A Unified Flexible Fog and Cloud Computing Architecture for 5G Networks" proposes a novel convergent architecture that targets the extreme edge of a wired/wireless network and is particularly ...
"A Fog Operating System for User-Oriented IoT Services: Challenges and Research Directions" presents the high-level introduction of a fog computing architecture for IoT services, FogOS. ...
doi:10.1109/mcom.2017.8004147
fatcat:6ro7mmsu3beohnq5ahrj6h3bey
Fog Computing and Networking: Part 1 [Guest editorial]
2017
IEEE Communications Magazine
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Also, "TelcoFog: A Unified Flexible Fog and Cloud Computing Architecture for 5G Networks" proposes a novel convergent architecture that targets the extreme edge of a wired/wireless network and is particularly ...
"A Fog Operating System for User-Oriented IoT Services: Challenges and Research Directions" presents the high-level introduction of a fog computing architecture for IoT services, FogOS. ...
doi:10.1109/mcom.2017.7901469
fatcat:5s2lfneu75evdda5wwcsdlfw6m
Compute node communication in the fog: survey and research challenges
2019
Zenodo
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for Robotics and Industrial Automation. ...
The research leading to this paper has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No. 764785, FORA-Fog Computing ...
Therefore, this framework is based on a hierarchical three-layer architecture with the mobile devices at the bottom, a layer of fog compute nodes in the middle and the cloud at the top. ...
doi:10.5281/zenodo.5849878
fatcat:fpgpwdhcrrhu5gog6zqskcu2mi
Fog Computing: An Overview of Big IoT Data Analytics
2018
Wireless Communications and Mobile Computing
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Fog computing structure confronts those disruptions, with powerful complement functionality of cloud framework, based on deployment of micro clouds (fog nodes) at proximity edge of data sources. ...
In addition, it emphasizes that the key characteristics in some proposed research works make the fog computing a suitable platform for new proliferating IoT devices, services, and applications. ...
[29] have proposed a closest design in the context of SDN-based mobile edge cloud (fog nodes) architecture for QoS in mobile and vehicular ad hoc network (MANET and VANET). ...
doi:10.1155/2018/7157192
fatcat:olxlegdu6rht7nmsv2m7gkrhim
HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing
2020
IEEE Open Journal of the Communications Society
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INDEX TERMS Edge AI, deep learning, fast model training, mobile-edge-cloud computing. This work is licensed under a Creative Commons Attribution 4.0 License. ...
In this paper, we propose HierTrain, a hierarchical edge AI learning framework, which efficiently deploys the DNN training task over the hierarchical MECC architecture. ...
FIGURE 1 . 1 Training a DNN: (a) on the cloud center; (b) on the edge devices in a fully decentralized peer-to-peer manner; (c) on the mobile-edge-cloud hierarchical architecture. ...
doi:10.1109/ojcoms.2020.2994737
fatcat:mrmeqddsjrfulinlvqcq4l25ty
Next Generation of SDN in Cloud-Fog for 5G and Beyond-Enabled Applications: Opportunities and Challenges
2021
Network
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., fog and edge computing) can play an important role in supporting and implementing the above-mentioned applications. ...
and beyond mobile networks are expected to fulfill a part of these requirements by providing a data rate of up to terabits per second. ...
Specifically, in a hierarchical control model, edge and domain controllers have to deal with security, mobility, and computation offloading. ...
doi:10.3390/network1010004
fatcat:n7xonmj4kfhe5m2dadvo4facq4
HierTrain: Fast Hierarchical Edge AI Learning with Hybrid Parallelism in Mobile-Edge-Cloud Computing
[article]
2020
arXiv
pre-print
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To overcome these disadvantages, we consider accelerating the learning process of DNNs on the Mobile-Edge-Cloud Computing (MECC) paradigm. ...
In this paper, we propose HierTrain, a hierarchical edge AI learning framework, which efficiently deploys the DNN training task over the hierarchical MECC architecture. ...
Fig. 1 : 1 Training a DNN: (a) on the cloud center; (b) on the edge devices in a fully decentralized peer-to-peer manner; (c) on the mobile-edge-cloud hierarchical architecture. ...
arXiv:2003.09876v1
fatcat:dubtwbqgdvcy7fcrun32m42lnu
A Hierarchical Modeling and Analysis Framework for Availability and Security Quantification of IoT Infrastructures
2020
Electronics
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The IoT smartfactory infrastructure is composed of integrated cloud, fog, and edge computing paradigms. Acomplete hierarchical model of RBD, FT, and CTMC is developed. ...
model is a challenge for system practitioners and developers.In that regard, we propose a hierarchical modeling framework for the availability and securityquantification of IoT infrastructures in this ...
Trivedi and his research team at Duke University, Durham, NC 27708, United States, for providing the tool SHARPE.
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/electronics9010155
fatcat:nh55zytzlnhchnyrc2anbv2vsy
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