Introduction
The sudden increase in bid request timeouts for The Trade Desk's mobile app inventory in the APAC region is a critical issue that demands immediate attention. This problem could significantly impact revenue, user experience, and our competitive position in the rapidly growing APAC market. I'll approach this analysis 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: Infrastructure changes could directly impact request timeouts. Expected answer: Recent changes to server locations or CDN providers. Impact on approach: If confirmed, we'd focus on technical infrastructure solutions.
Why it matters: New app versions can introduce bugs or compatibility issues. Expected answer: Information on recent app updates and their adoption rates. Impact on approach: If a new version is causing issues, we might need to roll back or patch.
Why it matters: Unexpected traffic spikes could overwhelm our systems. Expected answer: Data on recent traffic patterns and growth rates. Impact on approach: If traffic has spiked, we'd need to focus on scaling our infrastructure.
Why it matters: Changes in timeout settings could artificially inflate timeout rates. Expected answer: Information on recent configuration changes. Impact on approach: If settings were changed, we might need to revert or fine-tune them.
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