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Rubrik·Software Engineer·Technical Phone Screen·Intermediate

Intermediate
Apr 2026

Summary

Rubrik SWE interview with a tree + BFS validation problem. The question sounds deceptively straightforward but there's a decent amount of edge-case thinking involved once you actually sit with it.

Questions Asked (1)

Q1

You're given two equal-length arrays that together define a tree by pairing nodes as edges, where earlier indices imply higher hierarchy. Given a list of nodes as a candidate BFS traversal, determine whether it's a valid BFS traversal of that tree.

Algorithms & Data Structures
Author's notes

The tree construction part tripped me up first.

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AI HintsAI Generated

Suggested Approach

First, build the tree from the edge pairs, ensuring parent-child relationships respect the index ordering. Then, simulate BFS from the root and verify that the given traversal matches the order produced by a queue-based BFS, considering that children can be visited in any order. Alternatively, validate the traversal by checking that each node's parent appears before it and that nodes at the same level are contiguous.

Pro tip: Clarify whether the BFS traversal must follow a specific child order (e.g., left-to-right as given) or if any order is acceptable; this distinction changes the validation logic. Also, handle edge cases like single-node trees and duplicate node values.

1. Understand the problem and clarify assumptions

Confirm that the tree is rooted at the node with no parent (likely the first node) and that BFS traversal order is level-by-level. Ask if the traversal must respect the original child order from the edge list.

2. Build the tree and compute levels

Construct adjacency lists from the edge pairs, treating earlier indices as parents. Perform a BFS from the root to compute each node's depth and parent, and to establish the expected level order.

3. Validate the candidate traversal

Check that the first node is the root, that each node's parent appears earlier in the traversal, and that nodes are grouped by non-decreasing depth. If child order matters, verify that siblings appear in the same relative order as in the edge list.

4. Simulate BFS with a queue

Alternatively, simulate BFS using a queue: enqueue the root, then for each node in the given traversal, ensure it matches the front of the queue, dequeue it, and enqueue its children. This directly checks if the traversal is a valid BFS order.

5. Analyze complexity and edge cases

Discuss time and space complexity (O(n) for both) and consider edge cases: single node, star tree, deep tree, and invalid traversals (missing nodes, extra nodes, wrong order).

Key Points to Mention

  • Tree construction from edge pairs with parent-child hierarchy based on index order
  • BFS properties: level-by-level traversal, parent before child, siblings contiguous
  • Queue-based simulation to validate traversal order
  • Handling of child order: whether it must match the given edge list or can be arbitrary
  • Time and space complexity: O(n) with adjacency list and queue
  • Edge cases: single node, duplicate values, disconnected graph (invalid tree), and nodes with multiple parents

AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.