Count longest subsequence in array

Last updated: May 5, 2026

Quick Overview

Count the number of longest subsequence in the given string.

ServiceNow
Coding & Algorithms
Software Engineer
ServiceNow
May 5, 2026
Software Engineer
Onsite
Coding & Algorithms
Medium

57

14

4,190 solved


Count the number of longest subsequence in the given string.

This coding problem is frequently asked during Onsite at ServiceNow. The interviewer is testing your ability to translate a problem into clean, working code while discussing time and space complexity. ServiceNow expects candidates to write production-quality code, not just solve the puzzle.

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
Common algorithm patterns (sliding window, two pointers, BFS/DFS)
Data structure selection and trade-offs
Hash maps and frequency counting
Time and space complexity analysis
Edge cases and input validation
Tree structures and recursion
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 if the input doesn't fit in memory?
  • How would your solution change if the input was sorted?
  • What happens if the input contains duplicates?
  • How would you modify your solution to handle streaming input?
Sharpen Your Skills on Codemia

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