Self-Tuning Services via Real-Time Machine Learning with Vladimir Bychkovsky - TWiML Talk #221 - Publication Date |
- Jan 17, 2019
- Episode Duration |
- 00:46:08
Today we’re joined by Vladimir Bychkovsky, Engineering Manager at Facebook, to discuss Spiral, a system they’ve developed for self-tuning high-performance infrastructure services at scale, using real-time machine learning. In our conversation, we explore how the system works, how it was developed, and how infrastructure teams at Facebook can use it to replace hand-tuned parameters set using heuristics with services that automatically optimize themselves in minutes rather than in weeks.