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Find top-k rated nodes via traversal

Last updated: Mar 29, 2026

Quick Overview

This question evaluates understanding of graph traversal combined with streaming top-k selection, testing competencies in graph algorithms, data structure choice (e.g., visited sets and bounded heaps), tie-breaking, and reachable-node enumeration within the Coding & Algorithms domain.

  • Medium
  • TikTok
  • Coding & Algorithms
  • Software Engineer

Find top-k rated nodes via traversal

Company: TikTok

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: Medium

Interview Round: Onsite

You are given a finite graph (directed or undirected) with n nodes and m edges. Each node u has an integer rating r[u]. Given a starting node s and an integer k, return the top k distinct nodes (excluding s only if specified) reachable from s by traversing edges. Break ties by smaller node ID. The graph may contain cycles. Design and implement an algorithm that: (a) visits each reachable node at most once (e.g., via BFS/DFS), (b) maintains the current top k efficiently during traversal, and (c) outputs nodes in descending rating order. Analyze time and space complexity, justify your data-structure choices (e.g., visited set and a size-k heap), and discuss how your solution changes if k is close to the number of reachable nodes, if ratings can change during traversal, or if the graph is too large to fit in memory.

Quick Answer: This question evaluates understanding of graph traversal combined with streaming top-k selection, testing competencies in graph algorithms, data structure choice (e.g., visited sets and bounded heaps), tie-breaking, and reachable-node enumeration within the Coding & Algorithms domain.

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TikTok
Sep 6, 2025, 12:00 AM
Software Engineer
Onsite
Coding & Algorithms
3
0

You are given a finite graph (directed or undirected) with n nodes and m edges. Each node u has an integer rating r[u]. Given a starting node s and an integer k, return the top k distinct nodes (excluding s only if specified) reachable from s by traversing edges. Break ties by smaller node ID. The graph may contain cycles. Design and implement an algorithm that: (a) visits each reachable node at most once (e.g., via BFS/DFS), (b) maintains the current top k efficiently during traversal, and (c) outputs nodes in descending rating order. Analyze time and space complexity, justify your data-structure choices (e.g., visited set and a size-k heap), and discuss how your solution changes if k is close to the number of reachable nodes, if ratings can change during traversal, or if the graph is too large to fit in memory.

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