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Product Management Root Cause Analysis Question: Investigating sudden CDN latency increase for Tencent Cloud

What's causing the sudden 20% increase in latency for Tencent Cloud's content delivery network?

Technical Analysis Problem Solving Data Interpretation Cloud Computing Content Delivery Networks Internet Infrastructure
Root Cause Analysis Cloud Infrastructure Latency Optimization Tencent CDN Performance

Introduction

A sudden 20% increase in latency for Tencent Cloud's content delivery network (CDN) is a critical issue that demands immediate attention. This analysis will systematically investigate the root cause, considering technical, user behavior, and external factors. We'll follow a structured approach to identify, validate, and address the problem while balancing short-term fixes with 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 could be related to a recent deployment. Has there been any significant update to the CDN infrastructure in the past week?

Why it matters: Recent changes often correlate with performance issues. Expected answer: Yes, there was a minor update three days ago. Impact on approach: If confirmed, we'd prioritize investigating that update.

  • Considering user patterns, I'm curious about traffic changes. Have we seen any unusual spikes in user activity or content requests recently?

Why it matters: Unexpected load can strain the system and increase latency. Expected answer: Traffic has been within normal ranges. Impact on approach: If traffic is normal, we'd focus more on internal system issues.

  • Given the global nature of CDNs, I'm wondering about geographic distribution. Is this latency increase uniform across all regions, or is it concentrated in specific areas?

Why it matters: Localized issues might point to regional infrastructure problems. Expected answer: The increase is more pronounced in Asia-Pacific regions. Impact on approach: We'd prioritize investigating APAC infrastructure and connectivity.

  • Thinking about content types, I'm curious if this affects all content equally. Are we seeing differences in latency based on the type or size of content being delivered?

Why it matters: Different content types might reveal specific bottlenecks in the system. Expected answer: Video content seems more affected than static assets. Impact on approach: We'd focus on video delivery optimizations and caching strategies.

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