It took Google more than 10 years after I showed them the problem with their current approach to service management, which was much aligned with SRE, to get to this point of awareness of the need for service cognition but here we are.

https://www.linkedin.com/posts/william-david-louth_devops-sr...

"self-tuning" is alive in activity metering

http://www.autoletics.com/posts/managing-performance-analysi...

and execution control of systems using adaptive control valves & QoS

https://vimeo.com/groups/sentris

http://www.autoletics.com/wp-content/uploads/2014/07/UsingSy...

http://www.autoletics.com/wp-content/uploads/2014/07/Adaptiv...

self-adaptation (self-tuning being a sub category) needs to be both online & offline in reality

http://www.autoletics.com/posts/iterative-application-perfor...