tl;dr:“We’ve found the Producer-Consumer pattern to be exceptionally effective in reaching these goals. This pattern has been successfully implemented in several of our core infrastructure systems, including the distributed server query system, server console monitoring, and network security monitoring. In this process, we have identified and built general solutions that are repeatable in similar environments, greatly improving engineering efficiency by leveraging proven methodologies.”