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Product Management Root Cause Analysis Question: Investigating sudden DNS query latency increase for Cloudflare in Southeast Asia
Image of author vinay

Vinay

Updated Nov 19, 2024

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What's causing the sudden increase in DNS query latency for Cloudflare customers in Southeast Asia?

Problem Solving Technical Analysis Data Interpretation Cloud Services Content Delivery Networks Cybersecurity
Root Cause Analysis Troubleshooting DNS Performance Network Infrastructure Cloudflare

Introduction

The sudden increase in DNS query latency for Cloudflare customers in Southeast Asia is a critical issue that demands immediate attention. As we delve into this problem, we'll employ a systematic approach to identify, validate, and address the root cause while considering both short-term fixes and long-term strategic implications.

Our analysis will follow a structured framework, beginning with clarifying questions to establish context, followed by a thorough examination of potential causes, data analysis, and hypothesis formation. We'll then move on to root cause analysis, validation steps, and finally, a comprehensive resolution plan.

Framework overview

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

Step 1

Clarifying Questions (3 minutes)

  • I'm noticing the focus on Southeast Asia. Would you say this issue is isolated to this region, or are we seeing similar patterns elsewhere?

Why it matters: This helps determine if it's a localized problem or a broader systemic issue. Expected answer: The issue is primarily affecting Southeast Asia. Impact on approach: If isolated, we'll focus on regional infrastructure; if widespread, we'll investigate global systems.

  • Considering the suddenness of the increase, have there been any recent deployments or configuration changes in our Southeast Asian infrastructure?

Why it matters: Recent changes often correlate with performance issues. Expected answer: A minor configuration update was pushed last week. Impact on approach: If confirmed, we'll prioritize reviewing and potentially rolling back recent changes.

  • Are we seeing any patterns in the types of DNS queries experiencing increased latency?

Why it matters: This could point to specific services or record types being affected. Expected answer: The latency increase is uniform across query types. Impact on approach: If uniform, we'll look at broader infrastructure issues; if specific, we'll focus on those query types.

  • Has there been any change in traffic patterns or volume from Southeast Asian customers recently?

Why it matters: Unusual traffic patterns could indicate external factors or potential DDoS attacks. Expected answer: Traffic volume has remained relatively stable. Impact on approach: If stable, we'll focus on internal factors; if changed, we'll investigate potential external causes.

  • Are we certain that our monitoring systems are accurately reporting this latency increase?

Why it matters: Ensures we're not chasing a non-existent problem due to faulty monitoring. Expected answer: The monitoring systems have been cross-verified and are accurate. Impact on approach: If confirmed accurate, we proceed with analysis; if uncertain, we first validate our monitoring systems.

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