A system and method facilitate processing atomic storage requests. The method includes receiving, from a storage client, an atomic storage request for a first storage device that is incapable of processing atomic write operations. The method also includes processing the atomic storage request at a translation interface. The method also includes storing the atomic storage request in one or more storage operations in a second storage device capable of processing the atomic storage request.