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Paper Abstract and Keywords
Presentation 2019-04-18 15:50
[Invited Talk] Application-Specific Network Slicing Leveraging P4 Switch and Deep Learning
Ping DU, Akihiro Nakao (UTokyo)
Abstract (in Japanese) (See Japanese page) 
(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) 
(in English) P4 / Application-Specific / Network Slicing / Deep Learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 119, no. 5, NS2019-9, pp. 49-54, April 2019.
Paper # NS2019-9 
Date of Issue 2019-04-11 (NS) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee NS  
Conference Date 2019-04-18 - 2019-04-19 
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. 
Paper Information
Registration To NS 
Conference Code 2019-04-NS 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Application-Specific Network Slicing Leveraging P4 Switch and Deep Learning 
Sub Title (in English)  
Keyword(1) P4  
Keyword(2) Application-Specific  
Keyword(3) Network Slicing  
Keyword(4) Deep Learning  
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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)
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Speaker
Date Time 2019-04-18 15:50:00 
Presentation Time 50 
Registration for NS 
Paper # IEICE-NS2019-9 
Volume (vol) IEICE-119 
Number (no) no.5 
Page pp.49-54 
#Pages IEICE-6 
Date of Issue IEICE-NS-2019-04-11 


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