Flickr uses Redis extensively across many services for caching, queueing, and more. Some key uses of Redis include caching for the camera roll and activity feed, which each have multiple masters and slaves distributed across data centers. Notifications are also queued in Redis. In total, Flickr operates over 100 physical hosts running 500+ Redis instances to support over 600,000 operations per second across services like the camera roll, activity feed, notifications, and more.