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Product Management Root Cause Analysis Question: Investigating increased video processing time in Facebook Creator Studio
Image of author vinay

Vinay

Updated Dec 6, 2024

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Asked at Meta

15 mins

Why did Facebook Creator Studio video processing time increase to 4 hours?

Problem-Solving Technical Analysis Data Interpretation Social Media Content Creation Video Streaming
Social Media Performance Optimization Root Cause Analysis Technical Troubleshooting Video Processing

Introduction

The sudden increase in Facebook Creator Studio's video processing time to 4 hours is a critical issue that demands immediate attention. This prolonged processing time could significantly impact content creators' workflow, potentially leading to decreased user satisfaction and engagement on the platform. I'll approach this problem 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 change. When exactly did you first notice this increase in processing time?

Why it matters: Helps pinpoint potential triggers or changes that coincided with the issue. Expected answer: Within the last week or two. Impact on approach: Recent changes would focus our investigation on recent updates or deployments.

  • Considering the scale of the issue, I'm wondering if this affects all videos or specific types. Are there any patterns in terms of video length, format, or quality that correlate with longer processing times?

Why it matters: Identifies if the problem is universal or specific to certain video characteristics. Expected answer: Longer videos or higher resolution videos are more affected. Impact on approach: Would guide us to investigate specific encoding processes or resource allocation.

  • Given the significant increase, I'm curious about user feedback. Have you seen an uptick in user complaints or support tickets related to this issue?

Why it matters: Gauges the real-world impact and urgency of the problem. Expected answer: Yes, there's been a noticeable increase in user complaints. Impact on approach: High user impact would prioritize quick, temporary fixes while we work on a permanent solution.

  • Considering potential system changes, have there been any recent updates to the Creator Studio backend or infrastructure that might explain this shift?

Why it matters: Helps identify if recent changes are the culprit. Expected answer: A recent update to the video processing pipeline was implemented. Impact on approach: Would focus our investigation on the recent changes and their impact.

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