Large-scale machine learning at Facebook, Kim Hazelwood (Facebook), Mohamed Fawzy (Facebook)

Large-scale machine learning at Facebook: Implications of platform design on developer productivity AI plays a key role in achieving Facebook’s mission of connecting people and building communities. Nearly every visible product is powered by machine learning algorithms at its core, from delivering relevant content to making the platform safe. Scaling these products to billions of global users has uncovered many fascinating challenges at every layer in the systems stack, such as uncovering computational and