Chapter 3 of 3 · Microsoft DP-700
Monitor and Optimize an Analytics Solution
Monitoring ingestion, transformation and refresh, alerts, fixing errors across Fabric items, and optimizing performance.
- 5topics
- 27 minfast track
- 30–35%of the exam
Topics in this chapter
Take them in order, or jump to the one you need.
- 1Monitoring Fabric Items and Configuring AlertsDP-700 monitoring: Monitor hub, pipeline and Dataflow Gen2 history, Spark monitoring, semantic model refresh, Capacity Metrics…5 min
- 2Resolving Pipeline, Dataflow Gen2 and Notebook ErrorsDP-700 troubleshooting: fix pipeline activity errors with retries and failure paths, Dataflow Gen2 refresh and destination…6 min
- 3Resolving Eventhouse, Eventstream, T-SQL and OneLake Shortcut ErrorsDP-700 troubleshooting: Eventhouse ingestion failures and query limits, Eventstream runtime logs, warehouse T-SQL errors, and…5 min
- 4Optimizing Lakehouse Tables and Spark PerformanceDP-700 optimization: OPTIMIZE, V-Order, Z-Order and VACUUM for Delta tables, partitioning, the native execution engine, pools and…5 min
- 5Optimizing Pipelines, Warehouses, Real-Time Items and QueriesDP-700 performance: tune Copy activity and ForEach, warehouse statistics and loads, Eventstream and Eventhouse policies, and fast…6 min
About this chapter
What this chapter covers
Monitor and Optimize an Analytics Solution is 30 to 35% of the Microsoft DP-700 exam. It covers monitoring data ingestion, transformation and semantic model refresh, configuring alerts, identifying and resolving errors in pipelines, Dataflow Gen2, notebooks, Eventhouses, Eventstreams, T-SQL and OneLake shortcuts, and optimizing lakehouse tables, pipelines, warehouses, real-time items, Spark and queries.
Questions describe a symptom, such as a failed run, a slow query or a missing table, and ask where to look or what to change. Knowing which monitoring tool shows which information is half the battle.
How the topics fit together
Monitoring tells you something is wrong or slow, alerts make sure someone hears about it, error details point to the cause, and optimization stops it from happening again.
Most performance answers on DP-700 come down to fewer, larger, well-organized files and less data scanned per query.
How to use these pages
Each topic page has the same shape, so you can skim for what you need.
- What it is: the idea in plain words.
- How it works: the mechanism, with tables and code examples.
- What to remember for the exam: the facts to memorise and how questions are phrased.
- Common mistakes: the classic traps.
- Check yourself: three questions to test your understanding.
Ready for more practice?
The full Microsoft DP-700 question bank has 645 questions, with timed practice exams and an explanation for every answer.
This study guide is independent and is not affiliated with, endorsed by, or sponsored by Microsoft. Vendor names, certification names and exam codes are trademarks of their respective owners and are used for identification only.