Створення апаратно-програмної платформи для для сучасного застосування інтернету речей на основі туманних обчислень з використанням технологій cloud-native

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dc.citation.epage114
dc.citation.issue1
dc.citation.journalTitleКомп’ютерні системи та мережі
dc.citation.spage102
dc.citation.volume2
dc.contributor.affiliationЧорноморський національний університет ім. Петра Могили
dc.contributor.affiliationPetro Mohyla Black Sea National University
dc.contributor.authorШевченко, А. Г.
dc.contributor.authorПузирьов, С. В.
dc.contributor.authorShevchenko, A.
dc.contributor.authorPuzyrov, S.
dc.coverage.placenameЛьвів
dc.coverage.placenameLviv
dc.date.accessioned2021-04-20T12:35:37Z
dc.date.available2021-04-20T12:35:37Z
dc.date.created2020-03-01
dc.date.issued2020-03-01
dc.description.abstractПитання цифрової трансформації на цей момент є дуже актуальним у зв’язку з епідеміологічною ситуацією і переходом систем до цифрового середовища. IoT є одним із головних рушіїв цифрової трансформації. Internet of things (IoT) – це розширення всесвітньої мережі, яка об’єднує сенсори, контролери та інші різноманітні пристрої, так звані “things”, які обмінюються даними між собою за допомогою всесвітньої мережі. Розроблення апаратно-програмного комплексу для організації туманних та граничних обчислень було поділено на три рівні: апаратний, оркестровий, прикладний, який поділяється на програмну та архітектурну частини. Апаратну частину реалізовано із застосуванням двох версій міні-комп’ютера Raspberry Pi: Raspberry Pi 4 та Raspberry Pi Zero, які підключаються в режимі master-slave. З боку оркестрової частини було використано технології K3S, Knative та Nuclio. Для реалізації програмної частини прикладного рівня було використано такі технології, як сервісна сітка Linkerd, система обміну повідомленнями NATS, реалізація протоколу RPC GRPC, бази даних TDengine, Apache Ignite, Badger. Архітектурну частину створено як стандарт розробки API, тому й можна застосовувати до різноманітних IoT програмних рішень будь-якою мовою програмування. Створену систему можна використовувати як платформу для побудови сучасних IoT-рішень за принципом туманних граничних обчислень.
dc.description.abstractThe concept of digital transformation is very relevant at the moment due to the epidemiological situation and the transition of the world to the digital environment. IoT is one of the main drivers of digital transformation. The Internet of Things (IoT) is an extension of the Internet, which consists of sensors, controllers, and other various devices, the so-called "things," that communicate with each other over the network. In this paper, the development of hardware and software for the organization of fog and edge computing was divided into three levels: hardware, orchestration, application. Application level also was divided into two parts: software and architectural. The hardware was implemented using two versions of the Raspberry Pi: Raspberry Pi 4 and Raspberry Pi Zero, which are connected in master-slave mode. The orchestration used K3S, Knative and Nuclio technologies. Technologies such as Linkerd service network, NATS messaging system, implementation of RPC – GRPC protocol, TDengine database, Apache Ignite, Badger were used to implement the software part of the application level. The architecture part is designed as an API development standard, so it can be applied to a variety of IoT software solutions in any programming language. The system can be used as a platform for construction of modern IoT-solutions on the principle of fog/edge computing.
dc.format.extent102-114
dc.format.pages13
dc.identifier.citationШевченко А. Г. Створення апаратно-програмної платформи для для сучасного застосування інтернету речей на основі туманних обчислень з використанням технологій cloud-native / А. Г. Шевченко, С. В. Пузирьов // Комп’ютерні системи та мережі. — Львів : Видавництво Львівської політехніки, 2020. — Том 2. — № 1. — С. 102–114.
dc.identifier.citationenShevchenko A. Development of the hardware and software platform for modern iot solutions based on fog computing using cloud-native technologies / A. Shevchenko, S. Puzyrov // Kompiuterni systemy ta merezhi. — Lviv : Lviv Politechnic Publishing House, 2020. — Vol 2. — No 1. — P. 102–114.
dc.identifier.issn2707-2371
dc.identifier.urihttps://ena.lpnu.ua/handle/ntb/56364
dc.language.isouk
dc.publisherВидавництво Львівської політехніки
dc.publisherLviv Politechnic Publishing House
dc.relation.ispartofКомп’ютерні системи та мережі, 1 (2), 2020
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dc.relation.referencesen5. IoT market size worldwide 2017–2025, Statista [Elektronnyy resurs], Rezhym dostupu: https://www.statista.com/statistics/976313/global-iot-market-size/ .
dc.relation.referencesen6. 2020 International Conference on Applications and Techniques in Cyber, Jemal H. Abawajy, KimKwang Raymond Choo, Zheng Xu, Mohammed Atiquzzaman, Springer Nature 2020. P. 540–541.
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dc.relation.referencesen25. The world's lightest, fastest service mesh., Linkerd [Elektronnyy resurs], Rezhym dostupu: https://linkerd.io/
dc.relation.referencesen26. NATS – Open Source Messaging System, Secure, Native Cloud Application Development [Elektronnyy resurs], Rezhym dostupu: https://nats.io/
dc.relation.referencesen27. gRPC – A high-performance, open source universal RPC framework [Elektronnyy resurs], Rezhym dostupu: https://grpc.io/
dc.relation.referencesen28. Open Source In-Memory Computing Platform – Apache Ignite® [Elektronnyy resurs], Rezhym dostupu: https://ignite.apache.org/
dc.relation.referencesen29. TAOS Data, Big Data Platform Designed and Optimized for IoT [Electronic resource], Rezhym dostupu: https://www.taosdata.com/en/
dc.relation.referencesen30. GitHub-dgraph-io/badger: Fast key-value DB in Go. [Elektronnyy resurs], Rezhym dostupu: https://github.com/dgraph-io/badger.
dc.relation.referencesen31. Implementing Domain-Driven Design, Vaughn Vernon, Academic Press. 2013. P. 1–6.
dc.relation.referencesen32. Event-Driven Architecture: How SOA Enables the Real-Time Enterprise, Hugh Taylor, Angela Yochem, Les Phillips, Frank Martinez, Pearson Education. 2009. P. 11–13.
dc.relation.referencesen33. Microservices [Elektronnyy resurs], Rezhym dostupu: https://martinfowler.com/articles/microservices.html .
dc.relation.referencesen34. Serverless [Elektronnyy resurs], Rezhym dostupu: https://martinfowler.com/bliki/Serverless.html .
dc.relation.referencesen35. Digital Twin Driven Smart Manufacturing, Fei Tao, Meng Zhang, A.Y.C. Nee, Wesley. 2019. P. 7–10.
dc.relation.urihttps://www2.deloitte.com/global/en/blog/responsible-business-blog/2020/acceleration-of-digitization-as-resultof-covid-19.html
dc.relation.urihttps://www.citrix.com/ru-ru/glossary/what-is-digital-workspace.html
dc.relation.urihttps://www.ti.com/lit/ml/swrb028/swrb028.pdf?ts=1606342825763&ref_url=https%253A%252F%252Fwww.google.com%252F
dc.relation.urihttps://www.statista.com/statistics/976313/global-iot-market-size/
dc.relation.urihttps://www.gbnews.ch/the-iot-revolution/
dc.relation.urihttps://www.iot-now.com/2020/06/03/103228-5-challenges-still-facingthe-internet-of-things/
dc.relation.urihttps://www.cognizant.com/whitepapers/the-five-essential-iot-requirements-and-how-to-achieve-themcodex4241.pdf
dc.relation.urihttps://www.gartner.com/en/information-technology/glossary/edgecomputing#:~:text=Edge%20computing%20is%20part%20of,produce%20or%20consum
dc.relation.urihttps://www.cisco.com/c/dam/en_us/solutions/trends/iot/docs/computing-overview.pdf
dc.relation.urihttps://www.cmswire.com/information-management/edge-computing-vs-fog-computing-whats-thedifference/#:~:text=%E2%80%9CFog%20computing%20
dc.relation.urihttps://www.digiteum.com/cloud-fog-edge-computing-iot
dc.relation.urihttps://www.docker.com/resources/what-container
dc.relation.urihttps://www.cncf.io/
dc.relation.urihttps://www.cncf.io/services-for-projects/
dc.relation.urihttps://landscape.cncf.io/
dc.relation.urihttps://www.postscapes.com/internet-of-things-hardware/
dc.relation.urihttps://indeema.com/blog/raspberry-pi-microcomputers--the-icing-on-the-iot-cake
dc.relation.urihttps://www.raspberrypi.org/documentation/hardware/raspberrypi/bcm2711/rpi_DATA_2711_1p0_preliminary.pdf
dc.relation.urihttps://k3s.io/
dc.relation.urihttps://knative.dev/
dc.relation.urihttps://nuclio.io/
dc.relation.urihttps://linkerd.io/
dc.relation.urihttps://nats.io/
dc.relation.urihttps://grpc.io/
dc.relation.urihttps://ignite.apache.org/
dc.relation.urihttps://www.taosdata.com/en/
dc.relation.urihttps://github.com/dgraph-io/badger
dc.relation.urihttps://martinfowler.com/articles/microservices.html
dc.relation.urihttps://martinfowler.com/bliki/Serverless.html
dc.rights.holder© Національний університет “Львівська політехніка”, 2020
dc.rights.holder© Шевченко А. Г., Пузирьов С. В., 2020
dc.subjectInternet of Things
dc.subjectIoT-платформа
dc.subjectКонтейнерні технології
dc.subjectDigital Twin
dc.subjectAPI
dc.subjectInternet of Things
dc.subjectIoT-platform
dc.subjectContainer technologies
dc.subjectDigital Twin
dc.subjectAPI
dc.subject.udc004.9
dc.titleСтворення апаратно-програмної платформи для для сучасного застосування інтернету речей на основі туманних обчислень з використанням технологій cloud-native
dc.title.alternativeDevelopment of the hardware and software platform for modern iot solutions based on fog computing using cloud-native technologies
dc.typeArticle

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Комп'ютерні системи та мережі. – 2020. – Том 2, № 1