Abstract: The assumption that a single type of data storage can serve every workload no longer holds at ultra-large scale. This paper examines storage in a globally distributed ride-hailing platform, where each workload is mapped to a storage engine whose guarantees match its access pattern, consistency requirement, and query shape. The mapping is justified through