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A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems

Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
2019 IEEE Access  
Furthermore, this paper presents the main challenges in building a resilient IoT for CPS which is crucial in the era of smart CPS with enhanced connectivity (an excellent example of such a system is connected  ...  This paper summarizes state-of-the-art of existing work on anomaly detection, fault-tolerance and self-healing, and adds a number of other methods applicable to achieve resilience in an IoT.  ...  Cloud applications boost and emerge new technologies like containerization, resource-centric architectures and microservices which ease service orchestration in complex and elastic systems.  ... 
doi:10.1109/access.2019.2891969 fatcat:hb77c2cenfhlpbtpnjql5umh6a

Public safety in smart cities under the edge computing concept [article]

Evangelos Maltezos, Lazaros Karagiannidis, Aris Dadoukis, Konstantinos Petousakis, Fay Misichroni, Eleftherios Ouzounoglou, Lefteris Gounaridis, Dimitrios Gounaridis, Christos Kouloumentas, Angelos Amditis
2021 Zenodo  
Then, proposes the concept and the development of an edge computing platform, namely Distributed Edge Computing IoT Platform (DECIoT), integrating to a smart building sensing system with an NG112 call  ...  Recent years have disclosed a remarkable proliferation of compute-intensive safety and security applications in smart cities.  ...  ACKNOWLEDGMENT This project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement No 883522.  ... 
doi:10.5281/zenodo.5971140 fatcat:upknmv6hlje5vlcywdq7wttiuu

Cybernetics, Complexity, and the Challenges to the Realization of the Internet-of-Things

Tod M. Schuck
2021 Procedia Computer Science  
Thus, the IoT is envisioned to enable everything from automated toast buttering for breakfast to fleets of autonomous vehicles co-existing on roads with human piloted vehicles and cooperating with their  ...  Thus, the IoT is envisioned to enable everything from automated toast buttering for breakfast to fleets of autonomous vehicles co-existing on roads with human piloted vehicles and cooperating with their  ...  This example should be a model for developing functionality within the IoT.  ... 
doi:10.1016/j.procs.2021.05.040 fatcat:hznt3ravvbha7loxle3ygwa3qy

Fog Computing Systems: State of the Art, Research Issues and Future Trends, with a Focus on Resilience [article]

Jose Moura, David Hutchison
2020 arXiv   pre-print
Thus, we hope to provide new insights into the design and management of resilient FCSs that are formed by IoT devices, edge computer servers and wireless sensor networks; these systems can be modelled  ...  We envisage future applications that have very stringent requirements, notably high-precision latency and synchronization between a large set of flows, where FCSs are key to supporting them.  ...  We thank the reviewers very much for their constructive and positive comments, which have helped improve the quality of this paper.  ... 
arXiv:1908.05077v4 fatcat:tgtn7rlkpnejxixctw5gorlxnu

Emergent situations for smart cities: A survey

Ahmad Mohamad Al-Smadi, Mutasem K. Alsmadi, Abdel Karim Baareh, Ibrahim Almarashdeh, Hayam Abouelmagd, Osman Saad Shidwan Ahmed
2019 International Journal of Electrical and Computer Engineering (IJECE)  
Secondly, it aims to analyze several studies with respect to emergent situations and management to smart cities.  ...  Few studies have investigated the emergent situations of smart cities and despite the importance of latency factor for smart city applications, it is rarely discussed.</span>  ...  Different applications of cloud computing integrated with IoT are detailed in [74] and compared in terms of architecture model, service model, algorithms used, protocols applied, and database technologies  ... 
doi:10.11591/ijece.v9i6.pp4777-4787 fatcat:7egiv6sbzfeplgiekq4h6gfmsu

Short Paper: IoT: Challenges, projects, architectures

Vangelis Gazis, Manuel Goertz, Marco Huber, Alessandro Leonardi, Kostas Mathioudakis, Alexander Wiesmaier, Florian Zeiger
2015 2015 18th International Conference on Intelligence in Next Generation Networks  
Internet of Things (IoT) is a socio-technical phenomena with the power to disrupt our society such as the Internet before.  ...  It became evident that the traditional centralized computing and analytic approach does not provide a sustainable model this new type of data.  ...  The Cloud Computing Infrastructure (CCI) supports the storage of data along with their associated metadata information in a scalable and elastic manner.  ... 
doi:10.1109/icin.2015.7073822 dblp:conf/icin/GazisGHLMWZ15 fatcat:x42cbynaonfkve7goadbdcfswq

Modelling and Simulation Challenges in Internet of Things

Gabor Kecskemeti, Giuliano Casale, Devki Nandan Jha, Justin Lyon, Rajiv Ranjan
2017 IEEE Cloud Computing  
Large simulation tools should also establish user communities with the necessary expertise to validating the models across a broad spectrum of application domains and provide recommendations on default  ...  All the above simulators are only suitable for simulating and modelling performance of the MR programming model, hence insufficient in the context of modelling and simulating the behavior of IoTDAP (see  ... 
doi:10.1109/mcc.2017.18 fatcat:i3rwxds5ljdy5ngqvgvg5bbvsy

Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap [article]

Somali Chaterji, Parinaz Naghizadeh, Muhammad Ashraful Alam, Saurabh Bagchi, Mung Chiang, David Corman, Brian Henz, Suman Jana, Na Li, Shaoshuai Mou, Meeko Oishi, Chunyi Peng (+5 others)
2019 arXiv   pre-print
An optimally designed system is resilient to both unique attacks and recurrent attacks, the latter with a lower overhead.  ...  In the paper, our focus is on design and deployment innovations that are broadly applicable across a range of CPS application areas.  ...  Acknowledgments This work is supported in part through NSF Award for the Grand Challenges in Resilience Workshop at Purdue March 19-21, 2019 through award number 1845192.  ... 
arXiv:2001.00090v1 fatcat:zaybw5wyfbayhcu34q2douctme

A Quality Attributes Approach to Defining Reactive Systems Solution Applied to Cloud of Sensors

Artur Skowroński, Jan Werewka
2015 Proceedings of the 2015 Federated Conference on Computer Science and Information Systems  
The starting point of the investigation was the reactive manifesto which defines reactive systems by four main features (quality attributes): responsiveness, resilience, elasticity and message driven interoperability  ...  The mentioned quality attributes are the basis for developing a system solution. For each of the quality attributes, a set of tactics are proposed to maintain attribute required behavior.  ...  Elasticity Elasticity is the ability of a system to scale resources up or down with minimal latency for different environment behavior during system runtime for different time periods.  ... 
doi:10.15439/2015f117 dblp:conf/fedcsis/SkowronskiW15 fatcat:cstybjo3prenzkgdkkrtpsgr3e

Enabling a Smart City Application Ecosystem: Requirements and Architectural Aspects

Johannes M. Schleicher, Michael Vogler, Schahram Dustdar, Christian Inzinger
2016 IEEE Internet Computing  
The rise of the IoT and arrays and gateways that emerge in the tilevel elasticity control via a simple an ever-growing number of mobile IoT domain.  ...  vices in the IoT domain. Resilience.  ... 
doi:10.1109/mic.2016.39 fatcat:4fvh5jctlrdz7blci2wt2bpvle

Supply Chain 4.0: A Survey of Cyber Security Challenges, Solutions and Future Directions

Theresa Sobb, Benjamin Turnbull, Nour Moustafa
2020 Electronics  
Current and emerging semantic models related to the standardization, development and safety assurance considerations for implementing new technologies into military supply chains 4.0 are also discussed  ...  Supply chain 4.0 has a lack of semantic standards, poor interoperability, and a dearth of security in the operation of its manufacturing and Information Technology processes.  ...  The Commonwealth of Australia will not be legally responsible in contract, tort or otherwise for any statement made in this publication.  ... 
doi:10.3390/electronics9111864 fatcat:h54irum3krb77gsj4x76w2mabm

MEDAL: An AI-driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence [article]

Vasileios Theodorou, Ilias Gerostathopoulos, Iyad Alshabani, Alberto Abello, David Breitgand
2021 arXiv   pre-print
Current Cloud solutions for Edge Computing are inefficient for data-centric applications, as they focus on the IaaS/PaaS level and they miss the data modeling and operations perspective.  ...  We describe the MEDAL Platform as a usable tool for Data Scientists and Engineers, encompassing our concept and we illustrate its application though a connected cars use case.  ...  At a deployment level, Data Fibers across the continuum are realized as containerized micro-services with a focus on scalability and resilience.  ... 
arXiv:2102.13125v1 fatcat:m5dzoeutjrh65ftymi5fkxreae

Toward a Fuzzy-based Approach for Computational Load Offloading of IoT Devices

Lelio Campanile, Mauro Iacono, Fiammetta Marulli, Michele Mastroianni, Nicola Mazzocca
2020 Journal of universal computer science (Online)  
The edge computing paradigm allows keeping locally on the edge of the network a part of computing, while keeping all advantages of the cloud and adding support for privacy, real-time and network resilience  ...  As our goal is to enable the deployment of semi-autonomic large IoT networks, our proposal does not rely on external resources for migration control and operates on a local basis to ensure scalability:  ...  Acknowledgements This work has been partially funded by the internal competitive funding program "VALERE: VAnviteLli pEr la RicErca" of Università degli Studi della Campania "Luigi Vanvitelli" and by project  ... 
doi:10.3897/jucs.2020.077 fatcat:w6cv7ckwsra6xf2kvdigdirk4q

Computational Viability of Fog Methodologies in IoT Enabled Smart City Architectures-A Smart Grid Case Study

Md. Muzakkir Hussain, Mohammad Saad Alam, M.M. Sufyan Beg
2018 EAI Endorsed Transactions on Smart Cities  
The geo-distributed clusters of IoT -objects‖ produce galactic volume of data that exacerbates the need to make a paradigm shift from centralized data center based processing to a hybrid model that supports  ...  The IoT utilities are being deployed at every layers of a typical SG backbone namely Application layer, Energy layer and Communication layer.  ...  As a consequence, the smart city has emerged as one of the important application drivers for IoT aided services.  ... 
doi:10.4108/eai.12-2-2018.154104 fatcat:bodmgugpy5flfkdoygrq2moqc4

Artificial Neural Networks Based Intrusion Detection System for Internet of Things Fog Nodes

Jesus Pacheco, Victor H. Benitez, L. C. Filix-Herran, Pratik Satam
2020 IEEE Access  
The integration of IoT with emerging technologies such as Fog Computing can complement these requirements with pervasive and cost-effective services capable of processing largescale geo-distributed information  ...  In any IoT application, communication availability is essential to deliver accurate and useful information, for instance, to take actions during dangerous situations, or to manage critical infrastructures  ...  awareness for location services, mobility, and elasticity [14] - [16] .  ... 
doi:10.1109/access.2020.2988055 fatcat:jbdbirrcljgdbffdpjex56emhu
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