Kenji Takahashi

Large-Scale Network-Traffic-Identification Method with Domain Adaptation

2020 · Companion Proceedings of the Web Conference 2020

With the continuous evolution of the Internet, a variety of web applications, such as video streaming and social network services, are widely used, significantly increasing the amount of traffic. Classifying the types of network traffic …

SamE: Sampling-based Embedding for Learning Representations of the Internet

2021 · 2021 IEEE Global Communications Conference (GLOBECOM)

We have developed SamE, a novel sampling-based embedding technique for learning representations of the Internet. SamE can classify Internet hosts in a scalable and cost effective manner without sacrificing the classification performance. Machine learning has …