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Edge Analytics in the Internet of Things

Mahadev Satyanarayanan, Pieter Simoens, Yu Xiao, Padmanabhan Pillai, Zhuo Chen, Kiryong Ha, Wenlu Hu, Brandon Amos
2015 IEEE pervasive computing  
High data rate sensors such as video cameras are becoming ubiquitous in the Internet of Things.  ...  The GigaSight architecture is a federated system of VM-based cloudlets that perform video analytics at the edge of the Internet, thus reducing demand for ingress bandwidth into the cloud.  ...  Acknowledgements This paper is based on material that originally appeared in "Scalable Crowd-Sourcing of Video from Mobile Devices" [15] .  ... 
doi:10.1109/mprv.2015.32 fatcat:mv33nr3qr5ehxpvbwco4b2mmgq

Dynamic real-time risk analytics of uncontrollable states in complex internet of things systems: cyber risk at the edge

Petar Radanliev, David De Roure, Max Van Kleek, Uchenna Ani, Pete Burnap, Eirini Anthi, Jason R. C. Nurse, Omar Santos, Rafael Mantilla Montalvo, La'Treall Maddox
2020 Environment Systems and Decisions  
AbstractThe Internet of Things (IoT) triggers new types of cyber risks. Therefore, the integration of new IoT devices and services requires a self-assessment of IoT cyber security posture.  ...  The new goal-oriented dependency model in this article enables the assessment of uncontrollable risk states in complex IoT systems and can be used for a quantitative self-assessment of IoT cyber risk posture  ...  Acknowledgements Eternal gratitude to the Fulbright Visiting Scholar Project.  ... 
doi:10.1007/s10669-020-09792-x pmid:33251087 pmcid:PMC7680653 fatcat:qs4aq5sc3nbr7m7r3l2gadakhi

Collaborative Intelligent Cross-Camera Video Analytics at Edge: Opportunities and Challenges [article]

Hannaneh Barahouei Pasandi, Tamer Nadeem
2019 arXiv   pre-print
To address these limitations, this paper envisions a collaborative intelligent cross-camera video analytics paradigm at the network edge in which camera nodes adjust their pipelines (e.g., inference) to  ...  overhead, in terms of energy consumption and processing throughput, on such resource-constrained edge devices.  ...  Enhancing Edge Resources Deploying shared resources at the Internet edge and pushing computation close to the data sources can benet many applications requiring low latency and high privacy.  ... 
arXiv:1909.10468v1 fatcat:j4zwihhchfb6zcchjya6o3w5ae

Cyber risk at the edge: current and future trends on cyber risk analytics and artificial intelligence in the industrial internet of things and industry 4.0 supply chains

Petar Radanliev, David De Roure, Kevin Page, Jason R. C. Nurse, Rafael Mantilla Montalvo, Omar Santos, La'Treall Maddox, Pete Burnap
2020 Cybersecurity  
A taxonomic/cladistic approach is used for the evaluations of progress in the area of supply chain integration in the Industrial Internet of Things and Industry 4.0, with a specific focus on the mitigation  ...  This enhances capacities and assist in the creation of a comprehensive understanding of the opportunities and threats that arise when edge computing nodes are deployed, and when AI/ML technologies are  ...  The focus of this review and the proposed approach is the Internet-of-Things approach within Supply Chain Management.  ... 
doi:10.1186/s42400-020-00052-8 fatcat:gsogbui75rhgtnv6d3mgojekp4

The Industrial Internet of Things in the Industry 4.0 supply chains: literature review and future trends [article]

Petar Radanliev, David C. De Roure, Kevin Page, Jason Nurse, Rafael Mantilla Montalvo, Omar Santos, La Treall Madox, Peter Burnap
2019 arXiv   pre-print
A taxonomic/cladistic approach is used for the evaluations of progress in the area of supply chain integration in the Industrial Internet of Things and the Industry 4.0, with a specific focus on the mitigation  ...  Analytical framework is presented, based on a critical assessments with respect to issues related to new types of cyber risk and the integration of supply chains in new technologies.  ...  Acknowledgements: Sincere gratitude to the Fulbright Commission Declarations of interest: none  ... 
arXiv:1911.05726v1 fatcat:4vs7pmdjvfhtndi2cjf72hchke

Definition of Internet of Things (IoT) Cyber Risk Discussion on a Transformation Roadmap for Standardisation of Regulations Risk Maturity Strategy Design and Impact Assessment [article]

Petar Radanliev, David Charles De Roure, Jason R.C. Nurse, Pete Burnap, Eirini Anthi, Uchenna Ani, La Treall Maddox, Omar Santos, Rafael Mantilla Montalvo
2019 pre-print
The transformation roadmap is used to adapt the Goal-Oriented Approach and the IoT Micro Mart model.  ...  Introduction Economic impact of Internet-of-Things (IoT) cyber risk is increasing with the integration of digital infrastructure in the digital economy 1 .  ...  In the following section, the transformation roadmap and imperatives can be used to define a new IoT risk impact assessment with a goal-oriented approach and the Internet of Things Micro Mart model.  ... 
doi:10.13140/rg.2.2.17305.88167 arXiv:1903.12084v1 fatcat:mulnti253jgtvmctrvh2guilse

Survey on secure protocols for data sharing through edge of cloud assisted internet of things

K Sai Prasanthi, K V.Daya Sagar
2018 International Journal of Engineering & Technology  
Nowadays Internet of Things (IoT) is the trending topic where we go.  ...  of edge analytics is focused.  ...  Introduction Internet of Things (IoT) is a system of associated physical gadgets that are to be had via the internet.  ... 
doi:10.14419/ijet.v7i2.7.10267 fatcat:swt4vgcbijfrdlti2wgec4ujsu

Internet of Things and Sensor Networks

Sergey Andreev, Ngoc Dung Dao, Prasant Misra
2020 IEEE Communications Magazine  
The fifth article, "Coverage and Deployment Analysis of Narrowband Internet of Things in the Wild" by K.  ...  The second article, "The Internet of Things as a Deep Neural Network" by R.  ...  The fifth article, "Coverage and Deployment Analysis of Narrowband Internet of Things in the Wild" by K.  ... 
doi:10.1109/mcom.2020.9214380 fatcat:easp37qu6bbghb3p2nbh4whyca

Analysis of Data Stream Processing At Edge Layer for Internet of Things

Dr. Pasumponpandian
2020 Journal of ISMAC  
analytics in the edge layer to examine the data streams of the internet of things offering a data- driven insight for parking system in the smart cities.  ...  The progress of internet of things at a rapid pace and simultaneous development of the technologies and the processing capabilities has paved way for the development of decentralized systems that are relying  ...  The figure.4 below shows the latency observed while data streaming in the edge and is compared with the usual latencies that occur in the cloud.  ... 
doi:10.36548/jismac.2020.1.003 fatcat:u6q7ns5oundezjycvu5d6662a4

Sustainable, Smart, and Sensing Technologies for Cyber-Physical Manufacturing Systems: A Systematic Literature Review

Mihai Andronie, George Lăzăroiu, Roxana Ștefănescu, Cristian Uță, Irina Dijmărescu
2021 Sustainability  
sustainable manner and contribute to the literature by indicating that sustainable Internet of Things-based manufacturing systems function in an automated, robust, and flexible manner.  ...  Throughout October 2020 and April 2021, a quantitative literature review of the Web of Science, Scopus, and ProQuest databases was performed, with search terms including "Internet of Things-based real-time  ...  in Internet of Things-based manufacturing systems.  ... 
doi:10.3390/su13105495 fatcat:myyk26ximbbxfd7x5dul6hp6vm

BIG DATA ANALYTICS WITH IoT: LARGE GEO GRAPHICAL INFRASTRUCTURE DEVELOPEMENT USING DIGITAL COMMUNICATION TECHNOLOGY

Boggadi Nagarjuna Reddy
2020 International Journal of Engineering Applied Sciences and Technology  
This paper is mainly concentrate on the Big Data analytics and Internet of Things.  ...  Most of well-being response is occurred because of the combination of Big Data analytics with internet of things but in here small intrinsic issues and errors are involved.  ...  FOG / EDGE COMPUTING The fog or edge computing both are alternative of the cloud computing and also this computing model as well as merge with internet of things and big data analytics.  ... 
doi:10.33564/ijeast.2020.v04i11.022 fatcat:k6yj5wq66fhs5b7rjcu6neofpq

Edge Computing: Utilization of the Internet of Things for Time-Sensitive Data Processing

Apoorva Ganapathy
2021 Asian Business Review  
The combination of Edge computing and the Internet of Things can potentially result in huge possibilities for users. This work accessed edge computing and the benefits of using edge computing.  ...  The Internet of Things connects the various things on the internet, making it easier to live and allow jobs to be done more smartly. It also gives total control to the users.  ...  Edge computing and the Internet of Things (IoT) are two innovations of modern age technological advancement.  ... 
doi:10.18034/abr.v11i2.547 fatcat:7j2mhfnmdnfgbj5szzvbakg7wq

An Economical Incorporation of IoT and Edge/ Cloud Computing for Dynamic Distribution of IoT Analytics and Organized Utilization of Network Resources

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
As the Internet of Things (IoT) keeps on picking up application in telecommunication networks, an enormous number of devices are relied upon to be associated and utilised sooner rather than later.  ...  Wide scale Internet of Things (IoT) systems with several deployed IoT devices, such as sensors, actuators and so on, that generate a high volume of data is expected.  ...  INTRODUCTION The Internet-of-Things (IoT) is, where everything will be associated.  ... 
doi:10.35940/ijitee.a4921.119119 fatcat:rgcvbmc2j5bpjjbrtloqwphk7u

Internet of Things: Boon or Bane?

Abhishek Upmanyu
2022 International Journal for Research in Applied Science and Engineering Technology  
Abstract: Internet of Things (IoT) shows up a practical methodology to draw in the Smart Cities of what may be the eventual fate of them. iNUIT (Internet of Things for Urban Innovation) is a multi-year  ...  Internet of Things (IoT) is a creation that connects to all the machinery in place and puts them together so that we are satisfied as user.  ...  Stage 3-Pre-Processing, Edge Analytics Edge Analytics or Edge Computing being new in market, draws attention of many companies and gives various new approaches.  ... 
doi:10.22214/ijraset.2022.40701 fatcat:ft2r7v5qlbfn7gzz2cx5ytyibu

IOT AND THE CLOUD: THE FUTURE OF A DIGITAL SOCIETY

Logica BANICA, Magdalena RADULESCU, Cristian STEFAN
2018 Buletin ştiinţific: Universitatea din Piteşti. Seria Ştiinţe Economice  
The integration of Cloud Computing into Internet-of-Things (IoT) could solving heterogeneity problems with its devices, protocols and technologies.  ...  For building an IoT Cloud platform we proposed a three-layered model and we emphasized the functions of the Fog/Edge and Cloud Application levels, leveraging on Cloud Computing.  ...  services, capable of collecting and processing large volumes of data and to perform complex reports, charts and predictive analytics, have led to a real revolution in the field of Internet of Things.  ... 
doaj:ef01aa2fa07f44789b8acd553abb22c4 fatcat:z42wtiyhd5ec5at5pgskutofnu
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