2018 @Scale Conference recap - Efficient tuning of online systems using Bayesian optimization
- Finding and fixing software bugs automatically with SapFix and Sapienz
- Rosetta: Understanding text in images and videos with machine learning
- Scaling neural machine translation to bigger data sets with faster training and inference
- FBOSS: Building switch software at scale and in the open
- Unsupervised machine translation: A novel approach to provide fast, accurate translations for more languages
- Deploying TLS 1.3 at scale with Fizz, a performant open source TLS library
- Systems @Scale 2018 recap
- Location-Aware Distribution: Configuring servers at scale
- XARs: An efficient system for self-contained executables
- Talk the Walk: Teaching AI systems to navigate New York through language
- Spiral: Self-tuning services via real-time machine learning
- High altitude connectivity: The next chapter
- Migrating Messenger storage to optimize performance
- 2018 Networking @Scale recap
- Accelerate large-scale applications with BOLT
- How IPv6 deployment is growing in U.S. and other countries
- Scaling the Facebook backbone through Zero Touch Provisioning
- Embodied Question Answering: A goal-driven approach to autonomous agents