Reason About Top K Frequent Values at Scale
Company: J.P. Morgan
Role: Software Engineer
Category: Software Engineering Fundamentals
Difficulty: medium
Interview Round: Technical Screen
Overview: Explain top-k frequency counting with a bounded heap and extend it to key-partitioned local counting and global aggregation without inventing tie or ordering rules.