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An IoT Platform Based on Microservices and Serverless Paradigms for Smart Farming Purposes

Sergio Trilles, Alberto González-Pérez, Joaquín Huerta
2020 Sensors  
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]

Hamza Javed, Adel N. Toosi, Mohammad S. Aslanpour
2021 arXiv   pre-print
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]

Redowan Mahmud, Adel N. Toosi
2021 arXiv   pre-print
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

Kristina Dineva, Tatiana Atanasova
2021 Animals  
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]

Bob Duncan, Andreas Happe, Alfred Bratterud
2017 Advances in Security in Computing and Communications  
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]

Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Chengzhong Xu, Rajkumar Buyya
2021 arXiv   pre-print
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]

Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila (+4 others)
2019 arXiv   pre-print
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

Zhiheng Zhong, Minxian Xu, Maria Alejandra Rodriguez, Chengzhong Xu, Rajkumar Buyya
2022 ACM Computing Surveys  
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

Sara Ghaemi, Hamzeh Khazaei, Petr Musilek
2020 IEEE Access  
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

Ying Wu, Yanpeng Wu, Josep M. Guerrero, Juan C. Vasquez
2022 International Journal of Electrical Power & Energy Systems  
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]

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
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]

Dimitrios Sikeridis, Ioannis Papapanagiotou, Bhaskar Prasad Rimal, Michael Devetsikiotis
2018 arXiv   pre-print
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

Anna Triantafyllou, Panagiotis Sarigiannidis, Thomas D. Lagkas
2018 Wireless Communications and Mobile Computing  
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

Róbert Lovas, Attila Farkas, Attila Csaba Marosi, Sándor Ács, József Kovács, Ádám Szalóki, Botond Kádár
2018 Complexity  
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

Julien Gedeon, Florian Brandherm, Rolf Egert, Tim Grube, Max Muhlhauser
2019 IEEE Access  
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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