Database Parameter Auto-Tuning Through CI/CD Pipelines

Offered By: CNCF [Cloud Native Computing Foundation] via YouTube

Course Description

Overview

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Explore an innovative approach to database parameter tuning using machine learning techniques integrated into CI/CD pipelines. Learn how Yahoo Japan Corporation addresses the complexities of optimizing database performance in cloud computing environments where traditional DBA involvement is limited. Discover the system architecture that automates MySQL parameter tuning, leveraging machine learning algorithms within the Screwdriver CI/CD framework. Gain insights into the effectiveness of this approach and understand potential future developments in the field of automated database optimization.

Syllabus

Database Parameter Auto-Tuning Through CI/CD Pipelines - Shohei Matsuura, Yahoo Japan Corporation

Taught by

CNCF [Cloud Native Computing Foundation]

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