Interactive Web-Based Visual Analysis on Network Traffic Data

• Published in: Information (Basel) Vol. 14; no. 1; p. 16
• Main Authors: Jeong, Dong Hyun, Cho, Jin-Hee, Chen, Feng, Kaplan, Lance, Jøsang, Audun, Ji, Soo-Yeon
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.01.2023
• Subjects: Case studies; Communications traffic; Data analysis; discrete wavelet transformation; Feature extraction; Graph representations; Interactive systems; Network analysis; Network security; Principal components analysis; Time series; uncertainty; Visualization; Wavelet transforms; web-based visual analysis

Network traffic data analysis is important for securing our computing environment and data. However, analyzing network traffic data requires tremendous effort because of the complexity of continuously changing network traffic patterns. To assist the user in better understanding and analyzing the net...