Most resources are statically partitioned
CPU, Memory, Disk
Different applications utilize different resources
Mesos = dynamic sharing of resources
Mesos was created in 2009 at UC Berkeley on top of 30 years of distributed systems and operating system research.
Then it was brought to Twitter, where it took 3+ years and many millions of dollars to harden it into a production-grade system, ready for enterprise.
Mesos is proven to work at massive scale (100s of thousands of cores, 10s of thousands of nodes).