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Optimization and Prediction Techniques for Self-Healing and Self-Learning Applications in a Trustworthy Cloud Continuum
2021
Information
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layer in the "computing continuum" through the enhancement of IaC optimization, IaC self-learning, and IaC self-healing. ...
A combination of resources and services at the edge (edge computing), in the core (cloud computing), and along the data path (fog computing) is needed through a trusted cloud continuum. ...
Acknowledgments: We thank our colleagues from the PIACERE consortium who provided insight and expertise that greatly assisted the research. ...
doi:10.3390/info12080308
fatcat:744byhtgsbhlnd4pvtnc5dzrym
Internet of Robotic Things Intelligent Connectivity and Platforms
2020
Frontiers in Robotics and AI
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, self-healing, and fail-operational behavior. ...
In IoRT, collaborative robotic things can communicate with other things, learn autonomously, interact safely with the environment, humans and other things, and gain qualities like self-maintenance, self-awareness ...
with other "things, " learn autonomously, interact safely with the environment, humans and other things, and gain qualities such as self-maintenance, self-awareness, self-healing and fail-operational ...
doi:10.3389/frobt.2020.00104
pmid:33501271
pmcid:PMC7805974
fatcat:oejpeyynjndnxcq7jsdcotv7ua
A Comprehensive Review of Internet of Things: Technology Stack, Middlewares, and Fog/Edge Computing Interface
2022
Sensors
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Next, this research article focuses on the role of middleware platforms in IoT application development and integration. ...
Furthermore, this article addresses the open challenges and provides comprehensive steps towards IoT stack optimization. ...
The authors would also like to thank Hayat Dino Bedru, and Maham Hussain for the their time and support during the critical review of this article. ...
doi:10.3390/s22030995
pmid:35161740
pmcid:PMC8840251
fatcat:sfaylca5lzam7kqq3p6kujtld4
Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution
[article]
2021
arXiv
pre-print
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Recently, a third approach which is a combination of these deterministic and statistical models is emerging for scientific applications. ...
Addressing these challenges could enable the revolution of digital twin technologies for scientific and engineering applications. ...
Such a holistic approach can find application in many fields such as wind energy for optimal control and predictive maintenance, in autonomous vehicles for optimal and safe maneuvering under adverse environmental ...
arXiv:2103.14629v1
fatcat:rwk4ljq4irf6ziam6rc2vw27ra
Survey on Multi-Access Edge Computing for Internet of Things Realization
2018
IEEE Communications Surveys and Tutorials
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In this survey, we provide a holistic overview on the exploitation of MEC technology for the realization of IoT applications and their synergies. ...
IoT is identified as a key use case of MEC, given MEC's ability to provide cloud platform and gateway services at the network edge. ...
This is a pioneering project that uses MEC and NFV technologies to realize the cloud-enabled small cell (CESC) concept by supporting powerful self-x (x stands for organizing, optimizing, or healing) management ...
doi:10.1109/comst.2018.2849509
fatcat:fnksr3dbqfakzfvnopyyxjdlfm
DAEMON Deliverable 2.1: Initial report on requirements analysis and state-of-the-art frameworks and toolsets
2021
Zenodo
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optimization tools, and of the emerging techniques in fundamental research on AI models that are relevant to concrete networking problems. ...
In addition, D2.1 presents DAEMON's vision for a network intelligence framework with a more systematic and deeper integration of NI, thereby providing means to overcome the limits of current control planecentric ...
Designing a methodology for self-learning AI models. ...
doi:10.5281/zenodo.5060978
fatcat:i3kehvi6ivbr5e7ki3wjml6qua
Fusion of information and analytics: a discussion on potential methods to cope with uncertainty in complex environments (big data and IoT)
2018
International Journal of Digital Signals and Smart Systems
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However, very few have discussed the methodological aspects and the need of integrating frameworks for these techniques coming from multiple disciplines. ...
Fusion of Information and Analytics Technologies (FIAT) are key enablers for the design of current and future decision support systems to support prognosis, diagnosis, and prescriptive tasks in such complex ...
Acknowledgement The authors wish to thank those who have made possible the publication of the book entitled 'Fusion of Information and Analytics for Big Data and IoT: Artech House, 2016' from which the ...
doi:10.1504/ijdsss.2018.101595
fatcat:ep5mawyycfatdmaqifv3h4gzfu
The FORA Fog Computing Platform for Industrial IoT
[article]
2020
arXiv
pre-print
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Cloud Computing cannot be used for OT involving industrial applications, since it cannot guar-antee stringent non-functional requirements, e.g., dependability, trustworthiness and timeliness. ...
In this paper we propose a Fog Computing Platform (FCP) reference architecture targeting Industrial IoT applications. ...
Although there are many PaaS solutions for the Cloud, no such solutions exist for the Fog, where applications may reside in a continuum involving the machines, in the Fog Nodes, and the Cloud. ...
arXiv:2007.02696v1
fatcat:z3nbrimj6vbq3e3xhe34gm7umq
Self-organisation for Survival in Complex Computer Architectures
[chapter]
2010
Lecture Notes in Computer Science
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Drawing on insights in complexity and selforganisation, the chapter explores how the natural propensity of complex systems (such as the mammalian immune system) to self-organise could be exploited as a ...
mechanism for adaptation in complex computer architectures. ...
Ashby's definition is a reminder that a self-organising architecture is a continuum. ...
doi:10.1007/978-3-642-14412-7_4
fatcat:3xy74sl32vhcdjl5xwwyf6x3r4
5G PPP Architecture Working Group - View on 5G Architecture, Version 4.0
2021
Zenodo
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As a result, it provides a consolidated view of the architectural efforts developed in the projects part of the 5G PPP initiative and other research efforts, including standardization. ...
All these efforts were captured in the subsequent releases of the white paper (version 2 in January 2018 and version 3 in February 2020). ...
Machine Learning (ML) has enabled new possibilities to enable autonomous network management towards the materialization of self-configuration, self-optimization, and self-healing, to cope with the new ...
doi:10.5281/zenodo.5155657
fatcat:xbjiccshe5cnvfurrh345dynue
Sensory Metrics of Neuromechanical Trust
2017
Neural Computation
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a brain's representation of its world over the long term by violating the implicit statistical contract for which self-calibration evolved. ...
We predict that institutions can use these sensorimotor metrics to quantify media richness to improve employee well-being; that dyads and family-size groups will bond and heal best through low-latency, ...
and to add a section on physical media and alternate realities. ...
doi:10.1162/neco_a_00988
pmid:28599118
fatcat:qk3crvisnbc53l27gwql7i4orq
Peer Review: Innovating Change
2012
The Permanente Journal
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Also as expected, increased use of self-regulatory skills for exercise predicted greater use of self-regulation for controlled eating, and improvements in self-efficacy for exercise predicted greater changes ...
Improvements in both self-efficacy and self-regulatory skill use for exercise were expected to predict improved self-efficacy and self-regulation for controlled eating. ...
eight Institute of Medicine standards for the development of unbiased, scientifically valid, and trustworthy clinical practice guidelines (CPGs) include: 1. ...
doi:10.7812/tpp/11-108
fatcat:3qiycalw7ralfbohzabc4g7zmm
Seven HCI Grand Challenges
2019
International Journal of Human-Computer Interaction
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A perspective oriented to humane and social values is adopted, ...
increased and widened societal needs, as well as individual and collective expectations that HCI, as a discipline, is called upon to address. ...
Mobile learning Mobile devices are often used in the context of AR applications, but also in a wider learning context, promoting situated, authentic, and ubiquitous learning. ...
doi:10.1080/10447318.2019.1619259
fatcat:4gugxdzqb5acxiapdb6f4ihi5m
Canadian Conference on Medical Education 2021 Abstracts
2021
Canadian Medical Education Journal
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No responsibility is assumed for any claims, instructions, or methods contained in the abstracts: it is recommended that these are verified independently. ...
Editing has been restricted to some corrections of spelling and style where appropriate. ...
Techniques to improve text and optimize images will be examined using the "think, pair, share" technique. ...
doi:10.36834/cmej.72402
fatcat:i4gnsl3tmbf2pjsf3tis2bok44
Trauma-Focused Dynamic Therapy Model in Treating Complex Psychological Trauma
2017
Psychology
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The model is a goal-directed phased treatment towards the restoration of a disrupted sense of self that affects the inner and the outer world of a traumatised individual. ...
The Dynamic Therapy model emphasises that there is a complex process in interactions between different phenomenological components of the complex trauma and that there is a variety of the ways in which ...
Acknowledgements The author thanks to all his patients from whom he learned more than he can ever say or thank. ...
doi:10.4236/psych.2017.813132
fatcat:3ajmecjrhzgw7fthm3fjo5dy6y
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