Presentation 2019-04-18
[Invited Talk] Application-Specific Network Slicing Leveraging P4 Switch and Deep Learning
Ping DU, Akihiro Nakao,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) The future Mobile networks are expected to support multiple kinds of applications with different QoS requirements. Effectively identifying application is desirable for network operators to improve spectrum efficiency and user experience in both Radio Access Network (RAN) and Core Network (CN). In this presentation, we present an application-specific mobile network architecture leveraging P4 and in-network deep learning to apply application specific radio spectrum scheduling in RAN, Quality-of-Service (QoS) control and various network function per application. We will first present the P4 workflow and how to generate expert data with P4 switch. Then we will introduce how to identify the application applying the deep learning with the generated expert data. Finally, we will also introduce the evaluation of our proof-of-concept implementation on FLARE.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) P4Application-SpecificNetwork SlicingDeep Learning
Paper # NS2019-9
Date of Issue 2019-04-11 (NS)

Conference Information
Committee NS
Conference Date 2019/4/18(2days)
Place (in Japanese) (See Japanese page)
Place (in English) Tenmonkan Vision Hall
Topics (in Japanese) (See Japanese page)
Topics (in English) Traffic, Network evaluation, Performance, Resource control and management, Traffic engineering, Network reliability and resilience, Network Intelligence and AI, etc.
Chair Yoshikatsu Okazaki(NTT)
Vice Chair Akihiro Nakao(Univ. of Tokyo)
Secretary Akihiro Nakao(NTT)
Assistant Kenichi Kashibuchi(NTT)

Paper Information
Registration To Technical Committee on Network Systems
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) [Invited Talk] Application-Specific Network Slicing Leveraging P4 Switch and Deep Learning
Sub Title (in English)
Keyword(1) P4Application-SpecificNetwork SlicingDeep Learning
1st Author's Name Ping DU
1st Author's Affiliation The University of Tokyo(UTokyo)
2nd Author's Name Akihiro Nakao
2nd Author's Affiliation The University of Tokyo(UTokyo)
Date 2019-04-18
Paper # NS2019-9
Volume (vol) vol.119
Number (no) NS-5
Page pp.pp.49-54(NS),
#Pages 6
Date of Issue 2019-04-11 (NS)