Design Real-Time Trending Likes

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Quick Overview

This question evaluates skills in designing scalable, low-latency real-time analytics systems, covering stream processing, time-windowed aggregations, high-throughput ingestion, state management, and geo-partitioned querying within the System Design category.

Design Real-Time Trending Likes

Company: ByteDance

Role: Software Engineer

Category: System Design

Difficulty: medium

Interview Round: Technical Screen

Overview: This question evaluates skills in designing scalable, low-latency real-time analytics systems, covering stream processing, time-windowed aggregations, high-throughput ingestion, state management, and geo-partitioned querying within the System Design category.

Read the full ByteDance Software Engineer interview experience this question came from

|Home/System Design/ByteDance
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ByteDance
May 26, 2026
mediumSoftware EngineerTechnical ScreenSystem Design
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