AdaGUM: An Adaptive Graph Updating Model-Based Anomaly Detection Method for Edge Computing Environment

作者: Xiang Yu , Xianfei Yang , Ying Chen , Haifeng Song , Chun Shan

DOI: 10.1155/2021/9954951

关键词: Cloud computingReal-time computingEdge nodeSeries (mathematics)Anomaly detectionEdge computingGraphCacheFeature (computer vision)Computer science

摘要: … Internet of ings and wireless sensor networks (WSN), … distributed anomaly detection for edge computing. Evidently, with the increasing of IoT devices, which bring more and more sensor …

参考文章(35)
Zhimin Peng, Prudhvi Gurram, Heesung Kwon, Wotao Yin, Sparse kernel learning-based feature selection for anomaly detection IEEE Transactions on Aerospace and Electronic Systems. ,vol. 51, pp. 1698- 1716 ,(2015) , 10.1109/TAES.2015.130730
Devendar Mandala, Fei Dai, Xiaojiang Du, Chao You, Load Balance and Energy Efficient Data Gathering in Wireless Sensor Networks mobile adhoc and sensor systems. pp. 586- 591 ,(2006) , 10.1109/MOBHOC.2006.278616
Hao Huang, Hong Qin, Shinjae Yoo, Dantong Yu, Physics-Based Anomaly Detection Defined on Manifold Space ACM Transactions on Knowledge Discovery From Data. ,vol. 9, pp. 14- ,(2014) , 10.1145/2641574
Fei Tony Liu, Kai Ming Ting, Zhi-Hua Zhou, Isolation-Based Anomaly Detection ACM Transactions on Knowledge Discovery from Data. ,vol. 6, pp. 1- 39 ,(2012) , 10.1145/2133360.2133363
Fabrizio Angiulli, Fabio Fassetti, DOLPHIN ACM Transactions on Knowledge Discovery from Data. ,vol. 3, pp. 1- 57 ,(2009) , 10.1145/1497577.1497581
Salman A. Shaikh, Hiroyuki Kitagawa, Efficient distance-based outlier detection on uncertain datasets of Gaussian distribution World Wide Web. ,vol. 17, pp. 511- 538 ,(2014) , 10.1007/S11280-013-0211-Y
Derar Alassi, Reda Alhajj, Effectiveness of template detection on noise reduction and websites summarization Information Sciences. ,vol. 219, pp. 41- 72 ,(2013) , 10.1016/J.INS.2012.07.022
Po-Yu Chen, Shusen Yang, Julie A. McCann, Distributed Real-Time Anomaly Detection in Networked Industrial Sensing Systems IEEE Transactions on Industrial Electronics. ,vol. 62, pp. 3832- 3842 ,(2015) , 10.1109/TIE.2014.2350451
Xiaojiang Du, QoS routing based on multi-class nodes for mobile ad hoc networks ad hoc networks. ,vol. 2, pp. 241- 254 ,(2004) , 10.1016/J.ADHOC.2004.03.004
Jun Zhao, Kai Liu, Wei Wang, Ying Liu, Adaptive fuzzy clustering based anomaly data detection in energy system of steel industry Information Sciences. ,vol. 259, pp. 335- 345 ,(2014) , 10.1016/J.INS.2013.05.018