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Top 50 Dependencies Interview Questions

The most frequently asked Dependencies questions across all roles and companies, ranked by real interview frequency. Updated daily.

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1
CodingStart here. 16 questions · ~215 min
Dependency Resolution with ToposortHard
Practice
Recently asked

Order tasks by prerequisite dependencies using Kahn's topological sort algorithm and detect dependency cycles.

SortingData Structurescycle detectionIIXL LearningMyntraVanta
Task Ordering with DependenciesEasy
Practice
Recently asked

Return a topological ordering of tasks using a queue and indegree counts, or return an empty list if a cycle exists.

topological sortDependenciesGraphsDiversifiedSpeechify
Find Cyclic DependencyHard
Practice
Recently asked

Determine whether directed dependency tuples contain a cycle using depth-first search and node visitation states.

dfscycle detectionDependenciesZynga
Subtasks and Deadline PropagationHard
Practice

Insert a nested subtask into a task tree while enforcing unique IDs and ancestor deadline constraints.

Data StructuresDependenciesAlgorithmsSScale.ai
Consume Tasks Without DependenciesMedium
Practice

Order tasks with no dependencies so each task starts as early as possible.

ArraysGreedytask managementSScale.ai
Detect Cyclic Microservice DependenciesHard
Practice

Use Tarjan's algorithm to find every Palo Alto Networks microservice participating in a dependency cycle.

dfscycle detectionDependenciesPalo Alto Networks
Server Dependency Boot SequenceMedium
Practice

Use Kahn's algorithm to order TikTok servers by dependency and detect impossible cyclic boot sequences.

topological sortbfscycle detectionTikTok
Topological Ordering of TasksHard
Practice

Use topological sorting to order dependent integration tasks or detect a dependency cycle.

topological sortbfscycle detectionWorkato
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2
Execution9 questions · ~121 min
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3
Pipelines25 questions · ~336 min
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