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Enhancing Network Alarm Handling Efficiency: An Improved Apriori Algorithm with FCM ApproachBy Sohan Lal Gupta, Vikram Khandelwal, Vinod Kataria, Arpita Sharma, Anjali Pandey
Abstract: Network alarm systems generate large volumes of alarms, often resulting in redundant or irrelevant data that complicates efficient fault detection and resolution. This paper presents an enhanced approach to network alarm handling by integrating the Apriori algorithm with the Fuzzy C-Means (FCM) clustering method. The Apriori algorithm is used to uncover frequent alarm patterns, while FCM addresses the complexity of overlapping alarm data, enabling the association of alarms with varying …
Published in International Journal of Broadband Cellular Communication · Vol. 10, Issue 2, 2024 · pp. 1–6 Read article →