標題: A Classification-Based Elephant Flow Detection Method using Application Round on SDN Environments
作者: Huang, Yuan-Hao
Shih, Wen-Yueh
Huang, Jiun-Long
資訊工程學系
Department of Computer Science
關鍵字: Elephant flow detection;SDN;Software-Defined Networking
公開日期: 1-Jan-2017
摘要: We propose in this paper a classification-based elephant flow detection method for SDN environments. The proposed elephant flow detection method consists of two classifiers running on the switch and the controller, respectively. For better performance, the concept of application round is used to build the classifier running on the controller. Experimental results show that our elephant flow detection method is able to obtain high recall and F-measure.
URI: http://hdl.handle.net/11536/146860
期刊: 2017 19TH ASIA-PACIFIC NETWORK OPERATIONS AND MANAGEMENT SYMPOSIUM (APNOMS 2017): MANAGING A WORLD OF THINGS
起始頁: 231
結束頁: 234
Appears in Collections:Conferences Paper