{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T14:04:01Z","timestamp":1781273041484,"version":"3.54.1"},"reference-count":39,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003827","name":"Ministry of Culture and Innovation of Hungary from the National Research, Development, and Innovation Fund","doi-asserted-by":"publisher","award":["TKP2021-NVA-29"],"award-info":[{"award-number":["TKP2021-NVA-29"]}],"id":[{"id":"10.13039\/501100003827","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003827","name":"Ministry of Culture and Innovation of Hungary from the National Research, Development, and Innovation Fund","doi-asserted-by":"publisher","award":["2020-1.1.2-PIACI-KFI-2021-00237"],"award-info":[{"award-number":["2020-1.1.2-PIACI-KFI-2021-00237"]}],"id":[{"id":"10.13039\/501100003827","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Research, Development, and Innovation Fund of the Ministry of Culture and Innovation","award":["TKP2021-NVA-29"],"award-info":[{"award-number":["TKP2021-NVA-29"]}]},{"name":"National Research, Development, and Innovation Fund of the Ministry of Culture and Innovation","award":["2020-1.1.2-PIACI-KFI-2021-00237"],"award-info":[{"award-number":["2020-1.1.2-PIACI-KFI-2021-00237"]}]},{"name":"Distinguished Researcher program of \u00d3buda University","award":["TKP2021-NVA-29"],"award-info":[{"award-number":["TKP2021-NVA-29"]}]},{"name":"Distinguished Researcher program of \u00d3buda University","award":["2020-1.1.2-PIACI-KFI-2021-00237"],"award-info":[{"award-number":["2020-1.1.2-PIACI-KFI-2021-00237"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Technologies"],"abstract":"<jats:p>As large-scale poultry farming becomes more intensive and concentrated, a deeper understanding of poultry meat production processes is crucial for achieving maximum economic and ecological efficiency. The transmission and analysis of data collected on birds and the farming environment in large-scale production environments using digital tools on a secure platform are not straightforward. In our on-site research, we have investigated two architectures, a cloud-based processing architecture and an edge computing-based one, in large-scale poultry farming circumstances. These results underscore the effectiveness of combining edge and cloud-based solutions to overcome the distinct challenges of precision poultry farming settings. Our system\u2019s dynamic capability, supported by AWS\u2019s robust cloud infrastructure and on-site edge computing solutions, ensured comprehensive monitoring and management of agricultural data, leading to more informed decision-making and improved operational efficiencies. A hybrid approach often represents the most viable strategy when examining contrasting strengths and weaknesses. Combining edge and cloud solutions allows for the robustness and immediate response of edge computing while still leveraging cloud systems\u2019 advanced analytical capabilities and scalability.<\/jats:p>","DOI":"10.3390\/technologies13010017","type":"journal-article","created":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T11:24:19Z","timestamp":1735730659000},"page":"17","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Edge or Cloud Architecture: The Applicability of New Data Processing Methods in Large-Scale Poultry Farming"],"prefix":"10.3390","volume":"13","author":[{"given":"Gergo","family":"Toth","sequence":"first","affiliation":[{"name":"Faculty of Informatics, Eotvos Lorand University, Pazmany Peter Setany 1\/c, 1117 Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandor","family":"Szabo","sequence":"additional","affiliation":[{"name":"Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, M\u0171egyetem rkp. 3., 1111 Budapest, Hungary"},{"name":"University Research and Innovation Center (EKIK), \u00d3buda University, B\u00e9csi \u00fat 96\/b., 1034 Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1402-1139","authenticated-orcid":false,"given":"Tamas","family":"Haidegger","sequence":"additional","affiliation":[{"name":"University Research and Innovation Center (EKIK), \u00d3buda University, B\u00e9csi \u00fat 96\/b., 1034 Budapest, Hungary"},{"name":"Austrian Center for Medical Innovation and Technology, ACMIT Gmbh, Viktor-Kaplan-Str. 2, 2700 Wiener Neustadt, Austria"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta","family":"Alexy","sequence":"additional","affiliation":[{"name":"Faculty of Informatics, Eotvos Lorand University, Pazmany Peter Setany 1\/c, 1117 Budapest, Hungary"},{"name":"University Research and Innovation Center (EKIK), \u00d3buda University, B\u00e9csi \u00fat 96\/b., 1034 Budapest, Hungary"},{"name":"John von Neumann Faculty of Informatics, \u00d3buda University, B\u00e9csi \u00fat 96\/b, 1034 Budapest, Hungary"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2025,1,1]]},"reference":[{"key":"ref_1","first-page":"249","article-title":"Current Safety Legislation of Food Processing Smart Robot Systems\u2013The Red Meat Sector","volume":"19","author":"Mason","year":"2022","journal-title":"Acta Polytech. 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