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16 May 2022
Valencia, Spain
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Monday, May 16 • 13:25 - 13:55
Network Anomaly Event Prediction and Optimal Resource Control in Cloud Native Network Functions - Takuya Miyasaka, KDDI Corporation & Takaya Miyazawa, National Institute of Information and Communications Technology

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The use of Cloud-native Network Functions (CNFs) in the telco industry has attracted attention in recent years, and examples of CNFs adoption such as 5G and telco cloud have started to emerge. While CNFs enable quick service deployment, can typical requirements of telco service such as high availability and optimal allocation of the computational resource be realized in CNFs? In this session, we will share and discuss our experience in leveraging CNFs as an infrastructure for telco services while satisfying these typical requirements. Takuya Miyasaka will share lessons learned on eBPF observability in a 5G core network deployed by Kubernetes. In particular, he will show that the detailed metrics of each 5G container measured by eBPF enable the detection of future anomaly network events in the 5G with Deep Learning. From a different perspective, Takaya Miyazawa will share his ongoing activities on an autonomous computational resource control system for CNFs being compliant with the ETSI Open Source MANO (OSM) and ITU-T Y.3177 standards. In addition, he will share his work on deploying the control system in a Japanese public network testbed called JGN.

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Speakers
avatar for Takuya Miyasaka

Takuya Miyasaka

Network Engineer, KDDI Corporation
Takuya Miyasaka is a Tokyo based network engineer working for KDDI Corporation, a Japanese mobile network operator. He is working on research and development of resiliency for mobile networks such as 5G/6G and standardization activities in IETF, ETSI and 3GPP.
avatar for Takaya Miyazawa

Takaya Miyazawa

Research Manager, National Institute of Information and Communications Technology
Takaya Miyazawa is a Research Manager of the National Institute of Information and Communications Technology, Japan. He received a Ph.D. degree from Keio University, Japan, in 2006. He was a Visiting Scholar at the University of California, Davis, USA, in 2006-2007. He worked at the... Read More →

Network Anomaly Event Prediction and Optimal Resource Control in Cloud Native Network Functions pdf
Monday May 16, 2022 13:25 - 13:55 CEST
Pavilion 3, Room E | Level 2 | Central Forum
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