Intelligent CAC and routing for multi-point connections

Pham Van Tien, Franz Rammig, Yoshiaki Tanaka

研究成果: Conference contribution

抜粋

This study introduces Reinforcement Learning (RL) to solve the problem of Cull Admission Control (CAC)&Routing for multi-point connections in networks serving multiple service classes. The network system is trained to find out the optimal control policy which brings up the highest amount of reward in long-run. For a manageable solution and realizable training time, decomposition of network and connections into link level is implemented. To demonstrate the prominence of RL-based routing against MOSPF (Multicast extension to Open Shortest Path First) protocol, a routing protocol with high performance among available ones, we consider different criteria, including reward rate, call drop rate, and link usage rate.

元の言語English
ホスト出版物のタイトルProceedings of the International Conference on Communications in Computing, CIC'04
編集者B.J. d'Auriol
ページ194-200
ページ数7
出版物ステータスPublished - 2004 12 1
イベントProceedings of the International Conference on Communications in Computing, CIC'04 - Las Vegas, NV, United States
継続期間: 2004 6 212004 6 24

出版物シリーズ

名前Proceedings of the International Conference on Communications in Computing, CIC'04

Conference

ConferenceProceedings of the International Conference on Communications in Computing, CIC'04
United States
Las Vegas, NV
期間04/6/2104/6/24

    フィンガープリント

ASJC Scopus subject areas

  • Engineering(all)

これを引用

Van Tien, P., Rammig, F., & Tanaka, Y. (2004). Intelligent CAC and routing for multi-point connections. : B. J. d'Auriol (版), Proceedings of the International Conference on Communications in Computing, CIC'04 (pp. 194-200). (Proceedings of the International Conference on Communications in Computing, CIC'04).