Automated performance tuning using machine learning.

Many Hundreds of Services.

Several Tens of Thousands of Physical Servers.

Several Tens of Thousands of Physical Servers.

(Several million CPU cores)

Several Hundreds of Thousands of Twitter JVMs.

GizmoDuck & Garbage Collection

TweetyPie & CPU Utilization