Find a Distributed Mode Efficiently
Company: Anthropic
Role: Software Engineer
Category: System Design
Difficulty: hard
Interview Round: Onsite
Overview: Design an exact distributed algorithm for finding the mode of a multiset partitioned across workers without shipping every raw item. Quantify communication, address skew and reducer hotspots, define deterministic tie-breaking and retries, and compare honest approximate alternatives.
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