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Product Management Root Cause Analysis Question: Investigating sudden decrease in Kindle book download speed

Why did Kindle book download speed decrease by 50%?

Problem-Solving Data Analysis Technical Understanding E-commerce Digital Publishing Cloud Computing
User Experience E-Commerce Performance Optimization Root Cause Analysis Digital Content Delivery

Introduction

The sudden 50% decrease in Kindle book download speed is a critical issue that demands immediate attention. This significant performance drop could severely impact user experience, potentially leading to decreased engagement and customer satisfaction. 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 we first notice this 50% decrease in download speed?

Why it matters: Pinpointing the timeframe helps narrow down potential causes and correlate with recent changes. Expected answer: Within the last week or two. Impact on approach: A sudden change suggests a specific trigger, while a gradual decline might indicate a systemic issue.

  • Considering user segments, I'm wondering if this affects all users equally. Are we seeing this slowdown across all devices and regions, or is it more pronounced in certain areas?

Why it matters: Identifying patterns in affected users can point to infrastructure or regional issues. Expected answer: The slowdown is global but more severe in certain regions. Impact on approach: Regional variations would shift focus to CDN or server distribution issues.

  • Given the magnitude of the slowdown, I'm curious about our monitoring systems. Have there been any recent changes to how we measure or report download speeds?

Why it matters: Ensures we're dealing with an actual performance issue and not a measurement anomaly. Expected answer: No changes to monitoring systems. Impact on approach: Confirms the need to investigate actual performance issues rather than data collection problems.

  • Thinking about recent updates, have we rolled out any significant changes to the Kindle ecosystem – software updates, server changes, or content delivery modifications – in the past month?

Why it matters: Recent changes are often the culprit in sudden performance shifts. Expected answer: A server infrastructure update was implemented two weeks ago. Impact on approach: Would focus initial investigation on the recent update and its potential unintended consequences.

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