Many of the hiccups with running Hadoop and friends in containers or on cloud VM's boils down to how hostnames are resolved and advertised; not any significant design issue.
Which makes it all the less reasonable to assume it would be in any way cloud native, when "the cloud" was at best a nascent idea at that point.
And how many years did it take AWS to get any serious traction after launch?
1. Locking service
2. Id generator
3. Bloom filter etc.,
https://tomharrisonjr.com/uuid-or-guid-as-primary-keys-be-ca...
https://news.ycombinator.com/item?id=14523523 (the hacker news comments for the above article are really insightful)
https://www.percona.com/blog/2019/11/22/uuids-are-popular-bu...
https://blog.codinghorror.com/primary-keys-ids-versus-guids/