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First Principles: Inside MySQL HeatWave Lakehouse on OCI

Oracle via YouTube

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Overview

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This course explains the architecture and performance features behind MySQL HeatWave Lakehouse, including how it loads and queries large volumes of data in object storage. It covers schema inference, adaptive data flow, and scheduling for query execution.

Syllabus

Introduction
MySQL HeatWave Overview
Massively Partitioned Architecture
Transaction Processing in MySQL HeatWave
MySQL HeatWave Lakehouse
Loading Half a Petabyte in Lakehouse
Schema Inference by MySQL Autopilot
Adaptive Data Sampling
Adaptive Data Flow
Same Performance for Query on Object Store
MySQL Autopilot Powers Query Performance
Smart Scheduler's Compute and Communication Overlap
Handling Query Plan Outliers
Takeaways

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Oracle

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