Real-time video stream analysis based on Azure serverless services
dc.contributor.author | Akhaladze, I. | |
dc.contributor.author | Lisovychenko, O. | |
dc.date.accessioned | 2023-02-17T12:55:55Z | |
dc.date.available | 2023-02-17T12:55:55Z | |
dc.date.issued | 2022 | |
dc.description.abstracten | An analysis of existing architectural solutions was carried out, taking into account the principle of cold/hot analysis of video streams based on various services. The obtained results made it possible to choose an architectural approach based on services[1], which allows for obtaining additional information about the state of the environment where the swarm executes the flight plan. The principle of modularity, optionality and the possibility of stopping the video flow analysis module without affecting the control module was implemented, which made it possible to increase the flexibility of the system's economic efficiency. The implemented mechanism of selective filtering of frames of video streams allows to reduce the load on the communication channel by 4 times, and the two-circuit approach to the analysis of the video stream allows for obtaining analysis data faster when using surface analysis and carrying out resource-intensive (in terms of time) analysis operations on the second circuit. | uk |
dc.format.pagerange | С. 3-7 | uk |
dc.identifier.citation | Akhaladze, I. Real-time video stream analysis based on Azure serverless services / I. Akhaladze, O. Lisovychenko // Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник. – 2022. – № 2 (41). – С. 3-7. – Бібліогр.: 7 назв. | uk |
dc.identifier.doi | https://doi.org/10.20535/1560-8956.41.2022.271319 | |
dc.identifier.uri | https://ela.kpi.ua/handle/123456789/52737 | |
dc.language.iso | en | uk |
dc.publisher | КПІ ім. Ігоря Сікорського | uk |
dc.publisher.place | Київ | uk |
dc.source | Адаптивні системи автоматичного управління : міжвідомчий науково-технічний збірник, 2022, № 2 (41) | uk |
dc.subject | IoT | uk |
dc.subject | video | uk |
dc.subject | frame | uk |
dc.subject | stream | uk |
dc.subject | analysis | uk |
dc.subject | hot/cold analysis | uk |
dc.subject.udc | 004.042 | uk |
dc.title | Real-time video stream analysis based on Azure serverless services | uk |
dc.type | Article | uk |
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