User cooperation mechanism for temporal traffic smoothing in mobile networks

Yusuke Tanaka, Ryoichi Shinkuma, Eiji Takahashi, Takeo Onishi

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

With the recent spread of mobile devices like smart phones and tablets, the proportion of mobile traffic in the total Internet traffic has been continuously increasing. Particularly, the utility of users, which is a quality metric of user experience in the service, decreases when a lot of mobile traffic concentrates at a wireless access network at a specific time. Therefore, in this study, we instruct users to delay their traffic to move a part of traffic in the peak time to the off-peak time and to smooth traffic temporally. However, since users do not always follow the instructing message from the communication system, we consider the response of users according to their utility in this study. We also consider two types of user models: Learning and non-learning. The former considers past experienced utility, while the latter only considers the current utility without considering their past experience. In this paper, we assume both models and will verify our system works well.

本文言語English
ホスト出版物のタイトル2016 17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016 - Conference Proceedings
編集者Jean-Charles Gregoire, Zbigniew Dziong, Jacek Rak
出版社Institute of Electrical and Electronics Engineers Inc.
ページ227-232
ページ数6
ISBN(電子版)9781467389914
DOI
出版ステータスPublished - 2016 11 21
外部発表はい
イベント17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016 - Montreal, Canada
継続期間: 2016 9 262016 9 28

出版物シリーズ

名前2016 17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016 - Conference Proceedings

Other

Other17th International Telecommunications Network Strategy and Planning Symposium, Networks 2016
国/地域Canada
CityMontreal
Period16/9/2616/9/28

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • ハードウェアとアーキテクチャ
  • 情報システムおよび情報管理

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