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Home/Questions/Cloud/Tools/Explain the components of ADF: Pipelines, Activities, Linked Services, Datasets, Triggers, and Integration Runtimes

Explain the components of ADF: Pipelines, Activities, Linked Services, Datasets, Triggers, and Integration Runtimes

Cloud/Toolshard0.3 min readPremium

Architecture: Linked Services (connections) → Datasets (data refs) → Pipelines (orchestration) → Activities (Copy, Lookup, etc.) → Triggers (schedule/event) → IR (Azure/SHIR/SSIS) executes. Flow: Trigger → Pipeline → Activities use Datasets via Linked Services; IR runs. Why...

🤖 Analyze Your Answer
Frequency
Low
Asked at 1 company
Category
179
questions in Cloud/Tools
Difficulty Split
104E|27M|48H
in this category
Total Bank
1,863
across 7 categories
Asked at these companies
Kaseya

Why This Question Matters

This hard-level Cloud/Tools question appears frequently in data engineering interviews at companies like Kaseya. While less common, it tests deeper understanding that distinguishes strong candidates.

How to Approach This

This is a senior-level question that tests architectural thinking. Lead with the high-level design, then drill into specifics. Discuss trade-offs explicitly - there is rarely one correct answer. Show awareness of scale, fault tolerance, and operational complexity.

Expert Answer
54 words

Architecture: Linked Services (connections) → Datasets (data refs) → Pipelines (orchestration) → Activities (Copy, Lookup, etc.) → Triggers (schedule/event) → IR (Azure/SHIR/SSIS) executes. Flow: Trigger → Pipeline → Activities use Datasets via Linked Services; IR runs. Why each: Separation of connection, data, and orchestration. Best practice: Parameterize; Key Vault; choose IR by data location.

The complete answer continues with detailed implementation patterns, architectural trade-offs, and production-grade considerations covering performance optimization and real-world examples.

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According to DataEngPrep.tech, this is one of the most frequently asked Cloud/Tools interview questions, reported at 1 company. DataEngPrep.tech maintains a curated database of 1,863+ real data engineering interview questions across 7 categories, verified by industry professionals.

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