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dc.contributor.authorSemerikov, Serhiy O.-
dc.contributor.authorVakaliuk, Tetiana A.-
dc.date.accessioned2026-07-11T11:57:06Z-
dc.date.available2026-07-11T11:57:06Z-
dc.date.issued2025-05-21-
dc.identifier.citationSemerikov, S.O. and Vakaliuk, T.A., 2025. Edge of excellence: JEC’s Scopus achievement, doors 2025 breakthroughs, and Volume 4 Issue 1 (2025) highlights. Journal of Edge Computing [Online], 4(1), pp.1–16. Available from: https://doi.org/10.55056/jec.987uk_UA
dc.identifier.govdochttps://doi.org/10.55056/jec.987-
dc.identifier.issn2837-181X-
dc.identifier.urihttp://ds.knu.edu.ua/jspui/handle/123456789/9272-
dc.descriptionArnob, A.K.B., Chowdhury, R.R., Chaiti, N.A., Saha, S. and Roy, A., 2025. A comprehensive systematic review of intrusion detection systems: emerging techniques, challenges, and future research directions. Journal of Edge Computing, 4(1), pp.73–104. Available from: https://doi.org/10.55056/jec.885. DOI: https://doi.org/10.55056/jec.885 Ayeni, P.O. and Adesoba, O.C., 2024. IoT-based home control system using NodeMCU and Firebase. Journal of Edge Computing, 4(1), pp.17–34. Available from: https://doi.org/10.55056/jec.814. DOI: https://doi.org/10.55056/jec.814 Chaban, O., Manziuk, E., Markevych, O., Petrovskyi, S. and Radiuk, P., 2025. EMTKD at the edge: An adaptive multi-teacher knowledge distillation for robust cardiac MRI classification. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.42–57. Available from: https://ceur-ws.org/Vol-3943/paper09.pdf. Hryshchuk, O. and Zagorodnyuk, S., 2025. Managing energy consumption in FPGA-based edge computing systems with soft-core CPUs. Journal of Edge Computing, 4(1), pp.57–72. Available from: https://doi.org/10.55056/jec.717. DOI: https://doi.org/10.55056/jec.717 Kobylin, O. and Putiatina, O., 2025. Some aspects of real-time image denoising influenced by shot noise and compound Poisson noise. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.109–117. Available from: https://ceur-ws.org/Vol-3943/paper21.pdf. Li, Z., Zong, X., Hao, J. and Kochan, O., 2025. Multi-UAV 3D path planning based on improved sparrow search algorithm. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.97–108. Available from: https://ceur-ws.org/Vol-3943/paper18.pdf. Maliarskyi, V.O. and Oleksiuk, V.P., 2025. Review of modern tools for edge computing systems quality assurance. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.67–80. Available from: https://ceur-ws.org/Vol-3943/paper16.pdf. Pilkevych, I.A., Romanchuk, M.P., Naumchak, O.M., Fedorchuk, D.L. and Naumchak, L.M., 2025. Improved model for detecting randomly oriented objects on remote sensing images. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.118–126. Available from: https://ceur-ws.org/Vol-3943/paper26.pdf. Prasol, N.S., Furikhata, D.V., Vakaliuk, T.A. and Regenel, T.Y., 2025. Integration of edge devices and IoT to create a climate monitoring system for plants. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.4–19. Available from: https://ceur-ws.org/Vol-3943/paper01.pdf. Romanuke, V.V., Dementiev, S.Y. and Yaremko, S., 2025. An IoT-based system of mechanizing sport competition motion for perception improvement. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.81–96. Available from: https://ceur-ws.org/Vol-3943/paper17.pdf. Rozlomii, I., Yarmilko, A. and Naumenko, S., 2025. Innovative resource-saving security strategies for IoT devices. Journal of Edge Computing, 4(1), pp.35–56. Available from: https://doi.org/10.55056/jec.748. DOI: https://doi.org/10.55056/jec.748 Semerikov, S.O., Vakaliuk, T.A., Kanevska, O.B., Moiseienko, M.V., Donchev, I.I. and Kolhatin, A.O., 2025. LLM on the edge: the new frontier. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.137–161. Available from: https://ceur-ws.org/Vol-3943/paper28.pdf. Shevchenko, D.V. and Holub, B.L., 2025. Regression analysis as a tool for identifying patterns in atmospheric air monitoring data. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.20–27. Available from: https://ceur-ws.org/Vol-3943/paper04.pdf. Shvaika, D.I., Shvaika, A.I., Landiak, D.I. and Artemchuk, V.O., 2025. Scalable and reliable MQTT messaging: evaluating TBMQ for P2P scenarios. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.58–66. Available from: https://ceur-ws.org/Vol-3943/paper12.pdf. Song, Y., Wei, S. and Liu, D., 2025. GADGN: A dual graph convolutional architecture for traffic flow prediction. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.28–41. Available from: https://ceur-ws.org/Vol-3943/paper07.pdf. The, Q.T., 2025. Bayesian estimators-based microphone array speech enhancement in adverse environment. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.127–136. Available from: https://ceur-ws.org/Vol-3943/paper27.pdf. Vakaliuk, T.A. and Semerikov, S.O., 2025. Preface. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.1–3. Available from: https://ceur-ws.org/Vol-3943/preface.pdf. Xue, M., 2025. Studying the efficiency and performance of the vehicle detection method based on feature fusion and attention enhancement. In: T.A. Vakaliuk and S.O. Semerikov, eds. Proceedings of the 5th Edge Computing Workshop (doors 2025), Zhytomyr, Ukraine, April 4, 2025. CEUR-WS.org, CEUR Workshop Proceedings, vol. 3943, pp.162–177. Available from: https://ceur-ws.org/Vol-3943/paper19.pdf. Yaroshynskyi, M., Prymushko, A., Puchko, I., Sirotkin, O. and Sinko, D., 2025. Akka as a tool for modelling and managing a smart grid systems. Journal of Edge Computing, 4(1), pp.105–115. Available from: https://doi.org/10.55056/jec.822. DOI: https://doi.org/10.55056/jec.822uk_UA
dc.description.abstractThis editorial highlights recent edge computing advancements from the doors 2025 workshop and JEC Volume 4, Issue 1, while celebrating the journal's acceptance into Scopus. The paper examines innovative solutions addressing distributed systems challenges, including IoT-based monitoring systems, intelligent traffic prediction algorithms, and security implementations for resource-constrained environments. Architectural frameworks like Akka for smart grids and edge-deployed large language models represent significant technological developments. The editorial acknowledges Scopus indexing as recognition of the journal's scientific integrity and the collaborative efforts of the editorial community. It demonstrates how edge computing continuously evolves to optimise resources, reduce latency, and enhance security across diverse networked ecosystems.uk_UA
dc.language.isoenuk_UA
dc.publisherAcademy of Cognitive and Natural Sciencesuk_UA
dc.subjectScopus indexinguk_UA
dc.subjectIoT systemsuk_UA
dc.subjectdoors 2025uk_UA
dc.subjectdistributed architecturesuk_UA
dc.subjectresource optimisationuk_UA
dc.subjectMQTT messaginguk_UA
dc.subjectlarge language modelsuk_UA
dc.subjectsmart gridsuk_UA
dc.subjectAkka frameworkuk_UA
dc.subjecttraffic predictionuk_UA
dc.subjectedge securityuk_UA
dc.subjectFPGA optimizationuk_UA
dc.subjectenvironmental monitoringuk_UA
dc.titleEdge of excellence: JEC’s Scopus achievement, doors 2025 breakthroughs, and Volume 4 Issue 1 (2025) highlightsuk_UA
dc.typeArticleuk_UA
dc.identifier.doihttps://doi.org/10.55056/jec.987-
local.submitter.emailsemerikov@ccjourn...uk_UA
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