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SAP Learning

Deep Diving into SAP HANA SQL Performance Fluctuation

via SAP Learning

Overview

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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.

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

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