Failure Patterns in Modern Distributed Systems: Lessons from Major Internet Outages - BRKOPS-2000#

Mike Hicks (Cisco)

• Why: Outside the core interests, but a 90-minute analysis of real major outages (cloud providers, collaboration platforms, CDNs) with repeatable forensic patterns is high-value for anyone designing resilient distributed infrastructure.
• What: Three failure patterns distilled from major incidents: coordination features becoming failure-distribution mechanisms, systems that look healthy while core functions silently break, and config changes cascading across interconnected systems (from abstract only).
• How: Case-study walkthroughs using the ThousandEyes MCP server and its analytical framework to surface, interrogate, and codify patterns from real incident data — turning raw telemetry into repeatable forensic methodology. Led by the Principal Analyst behind The Internet Report.
• Where applicable: Pattern-level and broadly applicable; the MCP-server-driven analysis is itself an early example of AI-tooling-assisted incident forensics.