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Session Name:

Machine Learning Summit: Analyze Your Bugs Automatically: Root Cause Analysis with Causal Models

Overview:

Existing ways to find bugs including client logs, server monitors, and feedbacks from user community. Finding a bug is far from satisfactory. What we need to know is dive into the mechanism and dig out the factors that cause the bug. That is why we need root cause analysis. Existing bug root analysis requires a data science engineer diving into the game logs, analyzing the data of many variables and factors, even playing the game in person to reproduce the bugs. Those efforts could be time-consuming and labor-consuming. We will introduce casual analysis and explain how causal models can help with root cause analysis and improve user experience.

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