Self-maintaining [networked] systems: The rise of datacenter robotics!
Freddie Hong, Iason Sarantopoulos, Elliott Hogg, David Richardson, Yizhong Zhang, Hugh E. Williams, David Sweeney, Andromachi Chatzieleftheriou, Antony I.T. Rowstron · 2024
The vision of self-maintaining systems is to make cloud hardware automatically servicing and repairing using robotics. We define a self-maintaining system as one where software can control robotics that can automatically perform hardware maintenance tasks and repair operations. This reduces failure service windows and lowers the risk of repairs causing further cascading failures and outages. Self-maintaining systems are not purely reactive to failures, but also do proactive maintenance before failures occur which reduces future hardware failures. Operating an entire datacenter as a self-maintaining system is many years away, and we present four stages of automation, analogous to levels used for autonomous vehicles, required to reach the full vision for datacenters.