SLA-Grade High Availability for AI Applications: Replication, Failover, and Uptime Engineering
AI cannot be programmed to work “within acceptable downtime windows” since it is, in fact, working 24/7 online. The user experience, quality of prediction, sustained automation, and revenue-generating viability demand the most critical of milliseconds. High availability (HA) is no longer regarded as a luxury in these situations; it has become a predetermined SLA requirement. […]