Accelerating Decision Tree Based Traffic Classification on FPGA and Multicore Platforms

Machine learning (ML) algorithms have been shown to be effective in classifying a broad range of applications in the Internet traffic. In this paper, we propose algorithms and architectures to realize online traffic classification using flow level features. First, we develop a traffic classifier bas...

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Veröffentlicht in:IEEE transactions on parallel and distributed systems 2017-11, Vol.28 (11), p.3046-3059
Hauptverfasser: Da Tong, Qu, Yun Rock, Prasanna, Viktor K.
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Sprache:eng
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