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Product Management Root Cause Analysis Question: Investigating Instagram Live stream stability issues during high-traffic periods
Image of author vinay

Vinay

Updated Dec 7, 2024

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Asked at Meta

15 mins

Why did Instagram Live stream stability drop to 65% during peak hours?

Problem Solving Data Analysis Technical Understanding Social Media Video Streaming Mobile Apps
Social Media User Experience Performance Optimization Root Cause Analysis Live Streaming

Introduction

Instagram Live's stream stability dropping to 65% during peak hours is a critical issue that demands immediate attention. This problem directly impacts user experience, engagement, and ultimately, the platform's success. I'll approach this analysis systematically, focusing on identifying the root cause, validating hypotheses, and developing both short-term fixes and long-term solutions.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Looking at the timing, I'm thinking this might be a recent issue. When did you first notice the drop in stability?

Why it matters: Helps establish a timeline for potential causes. Expected answer: Within the last week or month. Impact on approach: Recent changes would be prioritized in the investigation.

  • Considering user segments, I'm wondering if this affects all users equally. Are certain demographics or regions experiencing more stability issues?

Why it matters: Identifies if the problem is localized or global. Expected answer: Varies by region or device type. Impact on approach: Focus on specific infrastructure or user segments.

  • Given the nature of live streaming, I'm curious about content types. Is the stability drop consistent across all content categories, or are certain types (e.g., high-motion vs. static) more affected?

Why it matters: Helps narrow down potential technical causes. Expected answer: Varies by content type. Impact on approach: Investigate encoding or bandwidth issues for specific content.

  • Considering recent changes, have there been any significant updates to the Instagram app or backend systems coinciding with this stability drop?

Why it matters: Identifies potential internal causes. Expected answer: Recent update or infrastructure change. Impact on approach: Focus on rollback or hotfix strategies.

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