This SAP Expert Lecture helps you manage SQL performance fluctuations in SAP HANA. You start by defining fluctuation issues and outlining a structured approach to diagnosis. Next, you learn to trace query performance over time using HANA traces and monitoring views, and rule out application-level factors. Then, you explore HANA's inner workings by analyzing how input parameters, data distribution, statistics, and query plan changes, including HEX engine fallbacks and auto-recompilation, impact runtime. Finally, you learn HANA’s SQL Plan Management features. These features include capturing stable plans with SQL Plan Stability, tailoring plan variants for parameter-driven skews, and using the SAP SQL Plan Advisor’s automated A/B testing.
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Overview
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Syllabus
- Addressing SQL Performance Fluctuations
- Welcome
- Understanding the Unit's Scope
- Understanding the Key Concepts of This Course
- Defining SQL Performance Fluctuation Issues
- Recommending an Effective SQL Performance Fluctuation Approach
- Addressing SQL Performance Fluctuations
- Analyzing a Fluctuation Issue
- Understanding the Unit's Scope
- Identifying SQL Performance Fluctuation
- Analyzing SQL Performance Over Time
- Checking Factors in Application Before Analyzing SAP HANA
- Analyzing a Fluctuation Issue
- Delving into SAP HANA
- Understanding the Unit's Scope
- Identifying Fluctuation Issue Without Query Plan Changes
- Identifying Fluctuation Issue Due to Query Plan Changes
- Introducing SAP HANA Query Execution Engines
- Investigating the Auto Recompilation Feature
- Delving into SAP HANA
- Optimizing SQL Performance with Plan Management
- Understanding the Unit's Scope
- Leveraging SQL Plan Stability for Performance Optimization
- Using Plan Variants to Optimize Parameterized Queries
- Automating SQL Plan Management with SQL Plan Advisor
- Downloads
- Optimizing SQL Performance with Plan Management