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Linux Foundation

Predicting Bazel Build Times Using Machine Learning

Linux Foundation via YouTube

Overview

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Discover a 12-minute Linux Foundation conference talk from BazelCon 2021 where speakers Muhammad Umar Nadeem and Sarah Raza present a linear regression algorithm with feature crossing designed to predict CPU-time for Bazel builds. Learn how this machine learning model enables developers to optimize code for efficient resource utilization before executing builds, allowing for better planning and resource management in development workflows.

Syllabus

Predicting Bazel build times using Machine Learning

Taught by

Linux Foundation

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