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Optimization and Prediction Techniques for Self-Healing and Self-Learning Applications in a Trustworthy Cloud Continuum

Juncal Alonso, Leire Orue-Echevarria, Eneko Osaba, Jesús López Lobo, Iñigo Martinez, Josu Diaz de Arcaya, Iñaki Etxaniz
2021 Information  
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

Ovidiu Vermesan, Roy Bahr, Marco Ottella, Martin Serrano, Tore Karlsen, Terje Wahlstrøm, Hans Erik Sand, Meghashyam Ashwathnarayan, Micaela Troglia Gamba
2020 Frontiers in Robotics and AI  
, 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

Omer Ali, Mohamad Khairi Ishak, Muhammad Kamran Liaquat Bhatti, Imran Khan, Ki-Il Kim
2022 Sensors  
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]

Omer San, Adil Rasheed, Trond Kvamsdal
2021 arXiv   pre-print
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

Pawani Porambage, Jude Okwuibe, Madhusanka Liyanage, Mika Ylianttila, Tarik Taleb
2018 IEEE Communications Surveys and Tutorials  
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

Ivan Paez, Luca Cominardi, Miguel Camelo, Paola Soto-Arenas, Nina Slamnik-Krijestorac, Marco Fiore, Marco Gramaglia, Albert Banchs, Maria Molina, Ana Hernandez, Danny De Vleeschauwer, Chia-Yu Chang (+7 others)
2021 Zenodo  
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)

Éloi Bossé, Basel Solaiman
2018 International Journal of Digital Signals and Smart Systems  
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]

Paul Pop, Bahram Zarrin, Mohammadreza Barzegaran, Stefan Schulte, Sasikumar Punnekkat, Jan Ruh, Wilfried Steiner
2020 arXiv   pre-print
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]

Fiona A. C. Polack
2010 Lecture Notes in Computer Science  
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

Anastasius Gavras, Ömer Bulakci, Marco Gramaglia, Marius Iordache, Mir Ghoraishi, Antonio Garcia, Tezcan Cogalan, Jesús Gutiérrez, Anna Tzanakaki, Dan Warren, Xi Li, Giada Landi (+4 others)
2021 Zenodo  
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

William Softky, Criscillia Benford
2017 Neural Computation  
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

Antonio Salud
2012 The Permanente Journal  
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

Constantine Stephanidis, Gavriel Salvendy, Margherita Antona, Jessie Y. C. Chen, Jianming Dong, Vincent G. Duffy, Xiaowen Fang, Cali Fidopiastis, Gino Fragomeni, Limin Paul Fu, Yinni Guo, Don Harris (+20 others)
2019 International Journal of Human-Computer Interaction  
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

Heather Hickey
2021 Canadian Medical Education Journal  
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

Vito Zepinic
2017 Psychology  
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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