Platform · 2009–2020 · Cloud Scale

Apache Mesos

Datacenter kernel before Kubernetes won the orchestration war. Twitter survived on it; most did not need it.

Why Apache Mesos faded

Mesos faded because Kubernetes ate its ecosystem and simplified the mental model for platform teams. It was serious tech for serious scale — and overkill sold as strategy elsewhere. The market picked one scheduler religion.

orchestration cluster datacenter

Patterns

Cargo-cult hyperscale

2010–2016

Cloud Scale

Part of the Cloud Scale era (2010–2016).

Read the Cloud Scale era →

Compare with

vs Kubernetes vs Docker / Containers vs Hadoop Everywhere vs Unix / POSIX

Platform · 2014–now

Kubernetes

Stuck

Container orchestration that became the cloud's OS. Overkill for many; unavoidable for many others.

Platform · 2013–now

Docker / Containers

Stuck

Ship the environment with the code. The packaging unit of modern compute.

Platform · 2006–2018

Hadoop Everywhere

Costly fad

MapReduce as lifestyle. The elephant in rooms that needed a spreadsheet.

$ Enterprises stood up Hadoop clusters for gigabytes of data that fit on one Postgres instance. Hadoop admins, ZooKeeper nightmares, and ETL rewrites burned millions before Spark and cloud warehouses retired the elephant.

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