Spark settings, high concurrency and performance tuning

DP-700 · Monitor and optimize an analytics solution · Updated

Configure Spark pools, environments and high concurrency sessions, and tune Delta tables and warehouses for faster queries at lower cost.

This lesson is part of full DP-700 access

The first 2 DP-700 lessons are free. Full access opens every lesson with its practice questions, and the exam-style DP-700 question bank.

In this lesson
  • Spark compute settings
  • Environments
  • High concurrency mode
  • Delta table layout
  • Warehouse and dataflow tuning
  • Exam traps
  • Practice questions

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DP-700 course outline

All 7 lessons · Course overview
  1. Workspace roles and item-level access in FabricImplement and manage an analytics solution Free
  2. Git integration and deployment pipelinesImplement and manage an analytics solution Free
  3. Data pipelines, notebooks and orchestrationIngest and transform data Full access
  4. Eventstreams, windowing and Real-Time IntelligenceIngest and transform data Full access
  5. Delta tables, loading patterns and T-SQL in FabricIngest and transform data Full access
  6. Monitoring runs with Monitoring hub and alertsMonitor and optimize an analytics solution Full access
  7. Spark settings, high concurrency and performance tuningMonitor and optimize an analytics solution Full access