Unit Traffic Classification by Two-stage Clustering on P2PTV Applications

Rina Ooka, Takumi Miyoshi, Taku Yamazaki, Thomas Silverston

研究成果: Conference contribution

抄録

Peer-to-peer video delivery (P2PTV) is still one of popular applications to enjoy video streaming service. To grasp and understand P2PTV traffic characteristics, a two-stage unit traffic clustering method has been proposed. In this paper, we verify the efficiency and generality of the proposed method through classifying mixed traffic data sets generated by two P2PTV applications, PPStream and PPTV. From the obtained results, we successfully obtained six components of unit traffic that are independent of each other.

本文言語English
ホスト出版物のタイトル2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021
出版社Institute of Electrical and Electronics Engineers Inc.
ISBN(電子版)9781665433280
DOI
出版ステータスPublished - 2021
イベント8th IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021 - Penghu, Taiwan, Province of China
継続期間: 2021 9月 152021 9月 17

出版物シリーズ

名前2021 IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021

Conference

Conference8th IEEE International Conference on Consumer Electronics-Taiwan, ICCE-TW 2021
国/地域Taiwan, Province of China
CityPenghu
Period21/9/1521/9/17

ASJC Scopus subject areas

  • 人工知能
  • コンピュータ サイエンスの応用
  • 電子工学および電気工学
  • 制御と最適化
  • 器械工学

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