OECC/PSC 2019

講演情報

Special Symposia

Special Symposia

[S3] Advanced Optical Technologies for Bigdata/IoT Service

2019年7月9日(火) 09:00 〜 12:30 Room G (411, 4F, Fukuoka International Congress Center)

Organizers: Nicola Calabretta (Eindhoven University of Technology, The Netherlands), Kohei Shiomoto (Tokyo City University, Japan), Young Lee (Huawei, USA)

10:00 〜 10:30

[S3-3] Machine Learning Methods for Slice Admission in 5G Networks

Muhammad Rehan Raza1, Carlos Natalino2, Lena Wosinska2, 〇Paolo Monti2 (1KTH Royal Institute of Technology, Sweden, 2Chalmers Univ. of Technology, Sweden)

キーワード:Data analytics for network control and management in optical core/data center networks, Optical core/metro/data-center network architecture, design, virtualization, slice, control and management

The paper discusses how the slice admission problem can be aided by machine learning strategies. Results show that both supervised and reinforcement learning might lead to profit maximization while containing losses due to performance degradation.

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