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Shanghai, China
June 24–26, 2019
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Simultaneous translation will be provided for all keynote and breakout sessions.
我们将为所有主题演讲和分组会议提供同声传译服务。

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Wednesday, June 26 • 11:20 - 11:55
Anomaly Detection for Cloud Native Storage - Seiya Takei, Yahoo Japan Corporation & Xing Yang, OpenSDS

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Integrating with heterogeneous storage in the Cloud Native environment has always been a challenge. How to detect problems and fix them in a timely fashion is important for mission critical workloads.

In this session, Takei-san and Xing will describe a common volume metrics model designed to retrieve data from heterogeneous storage in the Cloud Native environment. They will also illustrate a ML module that analyzes the data to detect anomalous behavior, and discuss how it helps Yahoo Japan identify problems early to keep the Cloud Native storage system healthy.

Volume metrics such as IOPs, bandwidth, latency, and capacity are collected from storage backends serving workloads running on Kubernetes, and emitted to the Prometheus server. The ML module retrieves data from Prometheus and applies algorithms to do anomaly detection. Results are evaluated and alerts are issued when needed.

Speakers
ST

Seiya Takei

Storage Engineer, Yahoo Japan Corporation
Seiya Takei is in charge of private cloud compute and storage at Yahoo Japan. Yahoo Japan has been participated in the End-User Advisory Committee of OpenSDS, an open source project under Linux Foundation, since July 2017. Seiya Takei has speaking experiences at local conferences... Read More →
avatar for Xing Yang

Xing Yang

Lead Architect, OpenSDS
Xing Yang is the Lead Architect of OpenSDS, an open source project under Linux Foundation. Xing is a contributor in Kubernetes and Container Storage Interface (CSI), co-lead of Volume Snapshot project in Kubernetes SIG-Storage, co-author of CNCF Storage Landscape white paper, and... Read More →



Wednesday June 26, 2019 11:20 - 11:55
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