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An IoT Platform Based on Microservices and Serverless Paradigms for Smart Farming Purposes
2020
Sensors
Preserved Fulltext
For that purpose, different paradigms of computing will be used, such as microservices architecture and serverless computing. ...
A transversal middleware in all IoT solutions is called an IoT platform. the IoT platform is a piece of software that works like a kind of "glue" to combine platforms and orchestrate capabilities that ...
Therefore, each microservice offers an API to facilitate these types of connections.
Serverless Another paradigm used in the proposed IoT platform is a serverless approach [26] . ...
doi:10.3390/s20082418
pmid:32344569
fatcat:37ypeneswnfhrpyjwyq7owm6by
Serverless Platforms on the Edge: A Performance Analysis
[article]
2021
arXiv
pre-print
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The serverless computing model provides a potential solution with its event-driven architecture to reduce the need for ever-running servers and convert the backend services to an as-used model. ...
These serverless platforms are set up on a cluster of Raspberry Pis and we evaluate their performance by simulating different types of edge workloads. ...
Based on that, the results demonstrated that OpenFaaS is the most suitable platform for an edge setup as it provides a lightweight architecture with support for simple and rapid scaling. ...
arXiv:2111.06563v1
fatcat:4dxnvmstvngbrpu7xyjzbl56eu
Con-Pi: A Distributed Container-based Edge and Fog Computing Framework for Raspberry Pis
[article]
2021
arXiv
pre-print
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2021 accepted arXiv:2101.03533v2 fatcat:lu5yrx5tufc4fkzb3xy4hulbn4
It exploits the concept of containerization and harnesses Docker containers to run IoT applications as microservices on RPis. ...
Edge and Fog computing paradigms overcome the limitations of Cloud-centric execution for different latency-sensitive Internet of Things (IoT) applications by offering computing resources closer to the ...
Aslanpour for his help in improving our paper. We also thank Monash Animal Ethics Team for approving the animal ethics application related to the case study. We are indebted to Dr. R. Clarke and B. ...
arXiv:2101.03533v1
fatcat:hz44mmmpmrfsbpxhzlltvgnxzu
Design of Scalable IoT Architecture Based on AWS for Smart Livestock
2021
Animals
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This necessitates finding a solution that meets the continuously growing demands in smart farming. Cloud-based IoT solutions are achieving increasingly high popularity. ...
The aim of this study was to design a scalable cloud-based architecture for a smart livestock monitoring system following Agile methodology and featuring environmental monitoring, health, growth, behaviour ...
Unlike an EC2 instance [42] , a Lambda has one dedicated purpose and intentionally only runs for up to a few minutes. ...
doi:10.3390/ani11092697
pmid:34573662
fatcat:xlvvkdlwovdpzer7mkpzgjyz4a
Cloud Cyber Security: Finding an Effective Approach with Unikernels
[chapter]
2017
Advances in Security in Computing and Communications
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We discuss why this is such an issue, consider what desirable characteristics should be aimed for and propose a novel means of effectively and efficiently achieving these goals through the use of well-designed ...
The very nature of cloud computing can add additional problem layers for cloud security to an already complex problem area. ...
The serverless paradigm is also gaining some traction and examples for this software stack can be seen in Table 5 . Another recent security battleground is the IoT. ...
doi:10.5772/67801
fatcat:yyifpuky7jcd5exlvkmn3g2g3y
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions
[article]
2021
arXiv
pre-print
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Moreover, the evolution of machine learning-based container orchestration technologies from the year 2016 to 2021 has been designed based on objectives and metrics. ...
To handle the automation of deployment, maintenance, autoscaling, and networking of containerized applications, container orchestration is proposed as an essential research problem. ...
An Example of the Serverless Architecture The serverless architecture defines an event-driven application paradigm that undertakes stateless computational tasks, namely serverless functions. ...
arXiv:2106.12739v1
fatcat:bewvimekavduba4ku4stq32sny
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges
[article]
2019
arXiv
pre-print
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Finally, we proposed a conceptual model for cloud futurology to explore the influence of emerging paradigms and technologies on evolution of cloud computing. ...
In this study, we aim to explore how three emerging paradigms (Blockchain, IoT and Artificial Intelligence) will influence future cloud computing systems. ...
Acknowledgments We would like to thank the editor, area editor and anonymous reviewers for their valuable comments and suggestions to help and improve our research paper. ...
arXiv:1911.01941v1
fatcat:seyqgzhqk5cwfdaav2dcjpv254
Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions
2022
ACM Computing Surveys
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Moreover, the evolution of machine learning-based container orchestration technologies from the year 2016 to 2021 has been designed based on objectives and metrics. ...
To handle the automation of deployment, maintenance, autoscaling, and networking of containerized applications, container orchestration is proposed as an essential research problem. ...
Serverless The serverless architecture deines an event-driven application paradigm that undertakes stateless computational tasks, namely serverless functions. ...
doi:10.1145/3510415
fatcat:ykmi7diulbesfcqqbqlvrn5pcq
ChainFaaS: An Open Blockchain-based Serverless Platform
2020
IEEE Access
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ChainFaaS is an open, public, blockchain-based serverless platform that takes advantage of personal computers' computational capacity to run serverless tasks. ...
This trend results in huge data centers and massive server farms being built around the world, which have a negative impact on global carbon emissions. ...
The iExec [46] platform is a distributed cloud computing infrastructure, which is based on XtremWeb-HEP [47] and Ethereum smart contracts. ...
doi:10.1109/access.2020.3010119
fatcat:o2t4wr5xbrefnjd5quhb4ulmvq
Decentralized transactive energy community in edge grid with positive buildings and interactive electric vehicles
2022
International Journal of Electrical Power & Energy Systems
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A comprehensive survey of currently known projects and startups on blockchain-based transactive energy for cross-sector local community with buildings and electric vehicles is provided in the end with ...
Edge computing as the accelerator alleviates the issues of blockchain and speeds up blockchain-based transactive energy. ...
Reference
model
[36]
Microsoft Azure
IoT Reference
Architecture
• Cloud-native, microservice
and serverless based
• Focus on individual
requirement, introducing IoT
"Serviceware"
• High scalability ...
doi:10.1016/j.ijepes.2021.107510
fatcat:4u65l6hyu5hnbgjnvfccr64xoa
Resilient Cyberphysical Systems and their Application Drivers: A Technology Roadmap
[article]
2019
arXiv
pre-print
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and metropolises), urban structures (e.g., smart homes and cars), and living structures (e.g., human bodies, synthetic genomes). ...
An optimally designed system is resilient to both unique attacks and recurrent attacks, the latter with a lower overhead. ...
Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of the National Science Foundation. ...
arXiv:2001.00090v1
fatcat:zaybw5wyfbayhcu34q2douctme
A Comparative Taxonomy and Survey of Public Cloud Infrastructure Vendors
[article]
2018
arXiv
pre-print
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Other Versions
An increasing number of technology enterprises are adopting cloud-native architectures to offer their web-based products, by moving away from privately-owned data-centers and relying exclusively on cloud ...
While we acknowledge the fact that this is a dynamic industry, where new services arise constantly, and old ones experience important updates, this study paints a solid image of the current offerings and ...
Modern fully-packed IoT platforms are an obvious extension for hyper-scale cloud vendors [91] . ...
arXiv:1710.01476v2
fatcat:qra5ebnvejcsle5mpfbossxhtm
Network Protocols, Schemes, and Mechanisms for Internet of Things (IoT): Features, Open Challenges, and Trends
2018
Wireless Communications and Mobile Computing
Preserved Fulltext
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In this paper, we explore existing networking communication technologies for the IoT, with emphasis on encapsulation and routing protocols. ...
A thorough layer-based protocol taxonomy is provided, while how the network protocols fit and operate for addressing the recent IoT requirements and applications is also illustrated. ...
In light of simplifying building efficient and modern serverless functions and edge microservices, the Project Flogo was created, as an event-driven open source framework [49] . ...
doi:10.1155/2018/5349894
fatcat:rjeie36p5nfofko7oojqxbemci
Orchestrated Platform for Cyber-Physical Systems
2018
Complexity
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scalable, virtual IT platforms on-demand for these two typical major pillars of CPS: (1) server-side (i.e., back-end) framework for sensor networks and (2) configurable simulation tool for predicting ...
) predictive simulation and scheduling purposes usable. ...
In many of those cases, cloud computing serves as an elastic and efficient paradigm for implementing sensor data ingestion and simulation back-ends. ...
doi:10.1155/2018/8281079
fatcat:xyty5z3wjzfcngwuw3smbwbnzi
What the Fog? Edge Computing Revisited: Promises, Applications and Future Challenges
2019
IEEE Access
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This article provides a comprehensive snapshot of the current edge computing landscape, with a focus on the application perspective. ...
As of today, however, we lack a widespread availability of edge computing-partly because it remains unclear which of the promised benefits of edge computing are relevant for what types of applications. ...
In this section, we focus on IoT deployments in three settings: Homes and buildings (Section IV-C1), industrial applications (Section IV-C2), and agriculture and farming (Section IV-C3).
1) SMART HOME ...
doi:10.1109/access.2019.2948399
fatcat:j35c35yodzacpbvonjpgn63ar4
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