Course Outline

Introduction

  • Overview of Presto and its architecture for government use
  • Introduction to the COST IT module for government applications

Cost Analysis

  • Understanding cost analysis in big data environments for government operations
  • Key cost factors and considerations in Presto for government agencies

Query Optimization

  • Techniques for optimizing Presto queries for government use
  • Analyzing query execution plans to enhance performance for government applications
  • Identifying and addressing performance bottlenecks in government systems
  • Leveraging Presto’s optimization features for efficient government operations
  • Cost estimation and analysis for queries in a government context

Cost-Based Optimizations and Best Practices

  • Introduction to cost-based optimizations for government data processing
  • Implementing cost-based join optimizations in government systems
  • Partition pruning and predicate pushdown techniques for enhanced efficiency in government operations
  • Dynamic filtering and query rewriting to improve performance for government use
  • Managing costs and resource allocation for government IT projects
  • Troubleshooting performance and cost-related issues in government systems

Summary and Next Steps

Requirements

  • Proficiency with SQL for government data management

Audience

  • Data Scientists for government agencies
 14 Hours

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