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Information × Registration Number 0122U200183, R & D request Title Root-cause analysis for the localization of wireless network failures Head Kaziakova Kateryna I., Minochkin Dmytro А., Кандидат технічних наук Registration Date 10-06-2022 Organization National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" popup.description1 Localizing the root cause of network faults is crucial to network operation and maintenance. Significant operational expenses will be saved if the root cause can be identified agilely and accurately. However, this is challenging for human beings due to the complicated wireless environments and network architectures. Resorting to data analysis and machine learning is promising but remains difficult due to various practical difficulties, such as the lack of well-labeled samples, hybrid fault behaviors, missing data, and so on. The overall target of the research is to help people better understand the root cause localization problem and open up new paths for the next-generation wireless networks empowered by causal inference techniques. popup.nrat_date 2024-12-09 Close