Introduction
The sudden increase in AWS EC2 instance launch time to 4 minutes is a critical issue that demands immediate attention. This performance degradation could significantly impact user experience, operational efficiency, and potentially lead to customer churn. 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)
Why it matters: Helps pinpoint potential triggers and narrows the investigation timeframe. Expected answer: Within the last week or two. Impact on approach: Recent changes would be prioritized in the investigation.
Why it matters: Identifies if the issue is systemic or specific to certain configurations. Expected answer: Varies by instance type, with some more affected than others. Impact on approach: Would focus on commonalities among affected instances.
Why it matters: Determines the severity and scope of the problem. Expected answer: A significant portion, around 70-80% of launches. Impact on approach: High percentage would indicate a widespread issue requiring urgent attention.
Why it matters: Identifies potential triggers for the performance degradation. Expected answer: Yes, a recent update to the EC2 control plane. Impact on approach: Would focus investigation on the impact of this update.
Why it matters: Provides insights into user impact and potential causes from the customer perspective. Expected answer: Increased tickets mentioning slow launches, especially for certain use cases. Impact on approach: Would incorporate user feedback into hypothesis formation and prioritization.
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