Analysis of uncertain data processing methods in networking test framework

With the rapid development of next generation networking test framework, such as LXI (LAN extensions for Instrumentation) and wireless sensor networks (WSN), the problem of uncertain data becomes a new challenge to the processing and managing of test information in this kind of new test frameworks. According to this situation, the concept and origin of uncertain data in networking test system are described, and the features of uncertain data are analyzed in this paper. With the analysis of the challenges to conventional data mining methods, we discuss the current research status both in China and in the world, and propose some new ideas. Finally, the major research concerns focused on uncertain data mining in networking test system are analyzed.