Find kth largest element in string

Last updated: December 6, 2025

Quick Overview

Given a graph, find the minimum cost efficiently using Dynamic Programming.

Zscaler
Coding & Algorithms
Software Engineer
Zscaler
December 6, 2025
Software Engineer
Onsite
Coding & Algorithms
Medium

134

3

3,900 solved


Given a graph, find the minimum cost efficiently using Dynamic Programming.

Zscaler uses this problem in the Onsite to evaluate your algorithmic thinking. They expect you to discuss multiple approaches, analyze trade-offs between them, and implement the optimal solution with clean, readable code.

What the Interviewer Expects
  • Recognize the underlying problem pattern (sliding window, two pointers, BFS/DFS, etc.)
  • Discuss multiple approaches and trade-offs before coding
  • Implement an optimal solution with clean, production-quality code
  • Handle all edge cases including boundary conditions and invalid input
  • Optimize both time and space complexity with clear justification
  • Test your solution systematically with well-chosen examples
Key Topics to Cover
Edge cases and input validation
Graph algorithms and traversal
Data structure selection and trade-offs
Binary search and divide and conquer
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • What is the worst-case input for your solution?
  • How would you modify your solution to handle streaming input?
  • What happens if the input contains duplicates?
  • Can you solve this iteratively instead of recursively (or vice versa)?
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